The detailed program is provided in an online searchable format, please use the search function on the right side of the screen. All times are in Australian Eastern Standard Time (AEST). HSI delegates who are presenting online will receive an email with Zoom links activated in each room.
| Date | Room | Session Name | Start | End | Code/Paper ID | Paper Title | Authors |
|---|---|---|---|---|---|---|---|
| Day 0 | HSI Deep Learning Workshop | ||||||
| Thursday 28 July 2022 | Registration desk opens | 8:00 | 9:00 | Registration desk opens | |||
| Thursday 28 July 2022 | Plenary Room | Workshop | 9:00 | 10:30 | W1 | Time Series Forecasting for Energy AI | Dr Kasun Bandara and Team CDAC |
| Thursday 28 July 2022 | Morning Tea | 10:30 | 11:00 | Morning Tea | |||
| Thursday 28 July 2022 | Plenary Room | Workshop | 11:00 | 12:30 | W2 | CNNs for Computer Vision | Professor Jacek Ruminski |
| Thursday 28 July 2022 | Lunch | 12:30 | 13:30 | Lunch | |||
| Thursday 28 July 2022 | Plenary Room | Workshop | 13:30 | 15:00 | W3 | Gesture-Based Machine Interaction | Dr Tomasz Kocejko |
| Thursday 28 July 2022 | Afternoon Tea | 15:00 | 15:30 | Afternoon Tea | |||
| Thursday 28 July 2022 | Plenary Room | Workshop | 15:30 | 17:00 | W4 | Open Event: Women in STEM Opportunities and Challenges | Team CDAC |
| Thursday 28 July 2022 | Plenary Room | Workshop | 17:00 | 18:30 | W5 | Hyperdimensional Computing and Neuromorphic AI | Team CDAC |
| Thursday 28 July 2022 | Plenary Room | HSI2022 Deep Learning Trivia Night | 18:30 | 21:00 | HSI2022 Deep Learning Trivia Night | ||
| Day 1 | |||||||
| Friday 29 July 2022 | Registration desk opens | 8:00 | 9:00 | Registration desk opens | |||
| Friday 29 July 2022 | Plenary Room | Opening Keynote | 9:00 | 10:30 | Opening Keynote - Graph Neural Networks at AWS AI by Professor George Karypis | ||
| Friday 29 July 2022 | Morning Tea | 10:30 | 11:00 | Morning Tea | |||
| Plenary Session: Seminal Advances in Human System Interaction | Session Chaired By: | Prof. Jacek Rumiński and Dr. Rashmika Nawaratne | |||||
| Friday 29 July 2022 | Plenary Room | Plenary Session: Seminal Advances in Human System Interaction | 11:00 | 11:18 | HSI22-000102 | Human System Interaction in Review: Opportunities and Challenges for Artificial Intelligence | Daswin De Silva, Rashmika Nawaratne, Jacek Ruminski, Aleksander Malinowski, Milos Manic |
| Friday 29 July 2022 | Plenary Room | Plenary Session: Seminal Advances in Human System Interaction | 11:18 | 11:36 | HSI22-000086 | Preferred Benchmarking Criteria for Systematic Taxonomy of Embedded Platforms (STEP) in Human System Interaction Systems | Alicja Kwasniewska,Sharath Raghava,Carlos Davila,Mikael Sevenier,David Gamba,Jacek Ruminski |
| Friday 29 July 2022 | Plenary Room | Plenary Session: Seminal Advances in Human System Interaction | 11:36 | 11:54 | HSI22-000026 | Systems Dynamics Modeling for Evaluating Socio-Technical Vulnerabilities in Advanced Persistent Threats | Mathew Nicho,Shini Girija |
| Friday 29 July 2022 | Plenary Room | Plenary Session: Seminal Advances in Human System Interaction | 11:54 | 12:12 | HSI22-000001 | An Interdisciplinary View on Humane Interfaces for Digital Shadows in the Internet of Production | Sebastian Pütz,Ralph Baier,Philipp Brauner,Florian Brillowski,Hannah Dammers,Luca Liehner,Niklas Rodemann,Sebastian Schneider,Alexander Schollemann,Linda Steuer-Dankert,Luisa Vervier,Thomas Gries,Carmen Leicht-Scholten,Saskia K. Nagel,Frank T. Piller,Günther Schuh,Martina Ziefle,Verena Nitsch,Alexander Mertens |
| Friday 29 July 2022 | Plenary Room | Plenary Session: Seminal Advances in Human System Interaction | 12:12 | 12:30 | HSI22-000058 | Perception of Supporting Agents Based on the Cognitive Responses of Recipients in a Helping Situation | Masanari Ichikawa,Takafumi Sakamoto,Yugo Takeuchi |
| Friday 29 July 2022 | Lunch | 12:30 | 13:30 | Lunch | |||
| Session 1.1: Advances in Robot and Sensor | Session Chaired By: | Prof. Young Soo Suh and Bibhu Sharma | |||||
| Friday 29 July 2022 | Room 1 | Session 1.1: Advances in Robot and Sensor Interactions | 13:30 | 13:48 | HSI22-000046 | Gait analysis using body-installed RGB-D camera and inertial sensors | Young Soo Suh,Duc Cong Dang |
| Friday 29 July 2022 | Room 1 | Session 1.1: Advances in Robot and Sensor Interactions | 13:48 | 14:06 | HSI22-000036 | Comparison Study of inertial Sensor Signal Combination for Human Activity Recognition Based on Convolutional Neural Networks | Farhad Nazari,Navid Mohajer,Darius Nahavandi,Abbas Khosravi,Saeid Nahavandi |
| Friday 29 July 2022 | Room 1 | Session 1.1: Advances in Robot and Sensor Interactions | 14:06 | 14:24 | HSI22-000057 | Optimal placement of IMU Sensor for the detection of children Activity | Magdalena Madej,Jacek Ruminski |
| Friday 29 July 2022 | Room 1 | Session 1.1: Advances in Robot and Sensor Interactions | 14:24 | 14:42 | HSI22-000034 | 5G for Low-latency Human-Robot Collaborations; Challenges and Solutions | Aptin Babaei,Parham Kebria,Saeid Nahavandi |
| Friday 29 July 2022 | Room 1 | Session 1.1: Advances in Robot and Sensor Interactions | 14:42 | 15:00 | HSI22-000067 | Physical Human-Robot Interaction (pHRI) through Admittance Control of Dynamic Movement Primitives in Sit-to-Stand Assistance Robot | Bibhu Sharma,Jackrit Suthakorn,Branesh M. Pillai |
| Friday 29 July 2022 | |||||||
| Session 1.2: Net Zero Emissions and Energy AI | Session Chaired By: | Andrew Jennings and Nishan Mills | |||||
| Friday 29 July 2022 | Room 2 | Session 1.2: Net Zero Emissions and Energy AI | 13:30 | 13:48 | HSI22-000041 | A Hybrid Tree-Based Ensemble Learning Model for Day-Ahead Peak Load Forecasting | Jihoon Moon,Sungwoo Park,Eenjun Hwang,Seungmin Rho |
| Friday 29 July 2022 | Room 2 | Session 1.2: Net Zero Emissions and Energy AI | 13:48 | 14:06 | HSI22-000030 | Environmental and Social monitoring in existing building structures – results of a case study within several historical buildings | Alex Redlein,Lisa Thrainer |
| Friday 29 July 2022 | Room 2 | Session 1.2: Net Zero Emissions and Energy AI | 14:06 | 14:24 | HSI22-000080 | Cloud Edge Architecture Leveraging Artificial Intelligence and Analytics for Microgrid Energy Optimisation and Net Zero Carbon Emissions | Nishan Mills,Harsha Moraliyage,Prabod Rathnayaka,Daswin de Silva,Andrew Jennings |
| Friday 29 July 2022 | Room 2 | Session 1.2: Net Zero Emissions and Energy AI | 14:24 | 14:42 | HSI22-000090 | UNICON: An Open Dataset of Electricity, Gas and Water Consumption in a Large Multi-Campus University Setting | Harsha Moraliyage,Nishan Mills,Prabod Rathnayaka,Daswin de Silva,Andrew Jennings |
| Friday 29 July 2022 | Room 2 | Session 1.2: Net Zero Emissions and Energy AI | 14:42 | 15:00 | HSI22-000089 | Specialist vs Generalist: A Transformer Architecture for Global Forecasting Energy Time Series | Prabod Rathnayaka,Harsha Moraliyage,Nishan Mills,Daswin de Silva,Andrew Jennings |
| Friday 29 July 2022 | Afternoon Tea | 15:00 | 15:30 | Afternoon Tea | |||
| Session 2.1: Advances in Ocular and Brain Interfaces | Session Chaired By: | Dr. Tomasz Kocejko and Dr. Mengjie Huang | |||||
| Friday 29 July 2022 | Room 1 | Session 2.1: Advances in Ocular and Brain Interfaces | 15:30 | 15:48 | HSI22-000059 | Eye-tracking everywhere a software Supporting disabled people in Interaction with computers | Tomasz Kocejko,Klaudia Solska |
| Friday 29 July 2022 | Room 1 | Session 2.1: Advances in Ocular and Brain Interfaces | 15:48 | 16:06 | HSI22-000016 | Blink recognition using flexible graphene stress sensor and RFID chipless tagging technology | Yaning Li,Lang Xiao,Wenjun Yang,Yafeng Niu |
| Friday 29 July 2022 | Room 1 | Session 2.1: Advances in Ocular and Brain Interfaces | 16:06 | 16:24 | HSI22-000014 | POSSIBLE ONLINE-A method for distinguishing between involuntary and voluntary blinks based on graphene sensor | Qu Mengyuan,Zuo Hongrui,Yang Wenjun,Yafeng Niu |
| Friday 29 July 2022 | Room 1 | Session 2.1: Advances in Ocular and Brain Interfaces | 16:24 | 16:42 | HSI22-000005 | A Dynamic Adjustment System of Vehicle Rearview Mirror using Gaze detection | Zijian Han,Yafeng Niu,Wenjun Yang |
| Friday 29 July 2022 | Room 1 | Session 2.1: Advances in Ocular and Brain Interfaces | 16:42 | 17:00 | HSI22-000048 | Deep learning approach on surface EEG Based Brain Computer Interface | Tomasz Kocejko,Lukasz Radzinski |
| Friday 29 July 2022 | Room 1 | Session 2.1: Advances in Ocular and Brain Interfaces | 17:00 | 17:18 | HSI22-000062 | EEG error-related potentials elicited by user-initiated errors at different levels of game difficulty | Yuting Zheng,Mengjie Huang,Rui Yang |
| Session 2.2: Energy AI, Telediagnostics and Blockchain | Session Chaired By: | Andrew Jennings and Nishan Mills | |||||
| Friday 29 July 2022 | Room 2 | Session 2.2: Energy AI, Telediagnostics and Blockchain | 15:30 | 15:48 | HSI22-000071 | Data-Correlation Energy Management of Smart Homes with Rooftop Photovoltaic and Plug-in Electric Vehicles | Haoyong Chen,Zipeng Liang |
| Friday 29 July 2022 | Room 2 | Session 2.2: Energy AI, Telediagnostics and Blockchain | 15:48 | 16:06 | HSI22-000099 | UNISOLAR: An Open Dataset of Photovoltaic Solar Energy Generation in a Large Multi-Campus University Setting | Shashini Wimalaratne,Dilantha Haputhanthri,sachin kahawala,Gihan Sameera Wiriththamulla Gamage,Damminda Alahakoon,Andrew Jennings |
| Friday 29 July 2022 | Room 2 | Session 2.2: Energy AI, Telediagnostics and Blockchain | 16:06 | 16:24 | HSI22-000091 | Comparative Evaluation of Gradient Boosting with Active Thresholding and Model Explainability for Peak Demand Forecasting | Sachin Kahawala, Dilantha Haputhanthri, Harsha Moraliyage, Shashini Wimalaratne, Damminda Alahakoon, Andrew Jennings |
| Friday 29 July 2022 | Room 2 | Session 2.2: Energy AI, Telediagnostics and Blockchain | 16:24 | 16:42 | HSI22-000083 | Cooee: An Artificial Intelligence Chatbot for Complex Energy Environments | Gihan Sameera Wiriththamulla Gamage,Nishan Mills,Prabod Rathnayaka,Andrew Jennings,Damminda Alahakoon |
| Friday 29 July 2022 | Room 2 | Session 2.2: Energy AI, Telediagnostics and Blockchain | 16:42 | 17:00 | HSI22-000040 | Computer Aided Telediagnostics System for Stoma Patients | Rafał Zawislak,Mariusz Szwoch,Grzegorz Granosik,Anna Miarka,Joanna Mik-Wojtczak,Michał Mik |
| Friday 29 July 2022 | Room 2 | Session 2.2: Energy AI, Telediagnostics and Blockchain | 17:00 | 17:18 | HSI22-000024 | An Analysis of the Features Considerable for NFT Recommendations | Dinuka Piyadigama,Guhanathan Poravi |
| Friday 29 July 2022 | Plenary Room | Welcome Reception at the Conference Venue | 18:00 | 21:00 | Welcome Reception at the Conference Venue | ||
| Day 2 | |||||||
| Saturday 30 July 2022 | Registration desk opens | 8:00 | 9:00 | Registration desk opens | |||
| Saturday 30 July 2022 | Plenary Room | Keynote 2 | 9:00 | 10:30 | Keynote 2 - Explainable AI in Cyber-Physical Systems - Professor Milos Manic | ||
| Saturday 30 July 2022 | Morning Tea | 10:30 | 11:00 | Morning Tea | |||
| Session 3.1: Advances in Tactile and Kinesthetic Interfaces | Session Chaired By: | Prof. Yutang Wang and Dr. Tomasz Neumann | |||||
| Saturday 30 July 2022 | Room 1 | Session 3.1: Advances in Tactile and Kinesthetic Interfaces | 11:00 | 11:18 | HSI22-000031 | Motion-Copying System Based on Modeling of Finger Force Characteristics using Upper Limb-EMG | Daiki Sodenaga,Kosuke Egawa,Seiichiro Katsura |
| Saturday 30 July 2022 | Room 1 | Session 3.1: Advances in Tactile and Kinesthetic Interfaces | 11:18 | 11:36 | HSI22-000075 | Servo Control of Finger MP Joint by Functional Electrical Stimulation of Lumbrical and Extensor Digitorum Muscle | Issei Ikura,Seiichiro Katsura |
| Saturday 30 July 2022 | Room 1 | Session 3.1: Advances in Tactile and Kinesthetic Interfaces | 11:36 | 11:54 | HSI22-000035 | Predicting Human Performance in Vertical Hierarchical Menu Selection in Immersive AR Using Hand-gesture and Head-gaze | Majid Pourmemar,Charalambos Poullis,Yashas Joshi |
| Saturday 30 July 2022 | Room 1 | Session 3.1: Advances in Tactile and Kinesthetic Interfaces | 11:54 | 12:12 | HSI22-000029 | Identification of Wrist Elastic Moment in Healthy Subjects for Control by Functional Electrical Stimulation | Akinori Shimomura,Seiichiro Katsura |
| Saturday 30 July 2022 | Room 1 | Session 3.1: Advances in Tactile and Kinesthetic Interfaces | 12:12 | 12:30 | HSI22-000025 | Joint Space Based Force Sensorless Bilateral Control with BP Neural Network Gravity Compensation for 6-PSS Parallel Actuator | Jiangtao Zheng,Yutang Wang,Chengwei Lu,Dapeng Tian |
| Session 3.2: Visual Media Computing and Cognitive Modeling | Session Chaired By: | Dr. Jeongho Cho and Dr. Abid Hussain | |||||
| Saturday 30 July 2022 | Room 2 | Session 3.2: Visual Media Computing and Cognitive Modeling | 11:00 | 11:18 | HSI22-000082 | HANDS: enHancing Academic performaNce via Deep foreSt | Huiyan Qiao,Yuling Ma,Yilong Yin |
| Saturday 30 July 2022 | Room 2 | Session 3.2: Visual Media Computing and Cognitive Modeling | 11:18 | 11:36 | HSI22-000051 | Analysis of the influence of external conditions on temperature readings in thermograms and adaptive adjustment of the measured temperature value | Piotr Filipowicz,Mateusz Kowalewski,Kinga Słomińska,mariusz Kaczmarek |
| Saturday 30 July 2022 | Room 2 | Session 3.2: Visual Media Computing and Cognitive Modeling | 11:36 | 11:54 | HSI22-000063 | Local Detail Enhancement Network for CNV Typing in OCT Images | chuanzhen xu,Xiaoming Xi,Xiao Yang,Sun Liangyun,Lingzhao Meng,Xiushan Nie |
| Saturday 30 July 2022 | Room 2 | Session 3.2: Visual Media Computing and Cognitive Modeling | 11:54 | 12:12 | HSI22-000064 | Attention-based Interactions Network for Breast Tumor Classification with Multi-modality Images | Xiao Yang,Xiaoming Xi,chuanzhen xu,Liangyun Sun,Lingzhao Meng,Xiushan Nie |
| Saturday 30 July 2022 | Room 2 | Session 3.2: Visual Media Computing and Cognitive Modeling | 12:12 | 12:30 | HSI22-000066 | Comparison of image pre-processing methods in liver segmentation task | Kamil Kaczor,Paweł Nadachowski,Maksymilian Operlejn,Artur Piastowski,Marta Zielonka,Jan Cychnerski,Alicja Kwaśniewska |
| Saturday 30 July 2022 | Lunch | 12:30 | 13:30 | Lunch | |||
| Session 4.1: Advances in Human Activity and Facial Recognition | Session Chaired By: | Prof. Kanghyun Jo and Prof. Eenjun Hwang | |||||
| Saturday 30 July 2022 | Room 1 | Session 4.1: Advances in Human Activity and Facial Recognition | 13:30 | 13:48 | HSI22-000056 | Fine-Grained Soccer Actions Classification using Deep Neural Network | ANIK SEN,Syed Md. Minhaz Hossain,Mohammad Ashraf Russo,Kaushik Deb,Kanghyun Jo |
| Saturday 30 July 2022 | Room 1 | Session 4.1: Advances in Human Activity and Facial Recognition | 13:48 | 14:06 | HSI22-000052 | Towards Safety in Open-field Agricultural Robotic Applications: A Method for Human Risk Assessment using Classifiers | Jose Carlos Mayoral Banos,Lars Grimstad,Pål Johan From,Grzegorz Cielniak |
| Saturday 30 July 2022 | Room 1 | Session 4.1: Advances in Human Activity and Facial Recognition | 14:06 | 14:24 | HSI22-000081 | Person Search via Background and Foreground Contrastive learning | Qing Tang,Kanghyun Jo |
| Saturday 30 July 2022 | Room 1 | Session 4.1: Advances in Human Activity and Facial Recognition | 14:24 | 14:42 | HSI22-000072 | Face De-Identification Scheme using Landmark-Based Inpainting | Hyeonwoo Kim,Junsuk Lee,Eenjun Hwang |
| Saturday 30 July 2022 | Room 1 | Session 4.1: Advances in Human Activity and Facial Recognition | 14:42 | 15:00 | HSI22-000100 | Face Super-resolution Based on Multi-source References | Hui Yu,Muwei Jian,Rui Wang |
| Session 4.2: Innovations in Pedestrian and Transport Systems Interaction | Session Chaired By: | Prof. Jacek Rumiński and Prof. Yihsin Ho | |||||
| Saturday 30 July 2022 | Room 2 | Session 4.2: Innovations in Pedestrian and Transport Systems Interaction | 13:30 | 13:48 | HSI22-000021 | Pothole - related Traffic Safety Detection based on Deep Learning | WEIYU WANG,Yihsin Ho |
| Saturday 30 July 2022 | Room 2 | Session 4.2: Innovations in Pedestrian and Transport Systems Interaction | 13:48 | 14:06 | HSI22-000053 | AITP an AI Thermal Pedestrians Dataset | Aleksandra Górska,Patrycja Guzal,Iga Namiotko,Aleksandra Wędołowska,Martyna Włoszczyńska,Jacek Ruminski |
| Saturday 30 July 2022 | Room 2 | Session 4.2: Innovations in Pedestrian and Transport Systems Interaction | 14:06 | 14:24 | HSI22-000019 | Pedestrian detection in low-resolution thermal images | Aleksandra Górska,Patrycja Guzal,Iga Namiotko,Aleksandra Wędołowska,Martyna Włoszczyńska,Jacek Rumiski |
| Saturday 30 July 2022 | Room 2 | Session 4.2: Innovations in Pedestrian and Transport Systems Interaction | 14:24 | 14:42 | HSI22-000010 | Autonomous Driving Systems: An Overview of Challenges in Safety, Reliability and Privacy | Ruqaiyah Memon,Keyvan Arezoo,Khalil Alipour,Mohammad Ghamari |
| Saturday 30 July 2022 | Room 2 | Session 4.2: Innovations in Pedestrian and Transport Systems Interaction | 14:42 | 15:00 | HSI22-000085 | Vehicle Identification and Classification for Smart Transportation using Artificial Intelligence- A Review | Jagdish Patni |
| Saturday 30 July 2022 | Room 2 | Session 4.2: Innovations in Pedestrian and Transport Systems Interaction | 15:00 | 15:18 | HSI22-000043 | Road Traffic Network Division for a Parallel Dynamic Network Loading Algorithm | Tomas Potuzak,Frantisek Kolovsky |
| Saturday 30 July 2022 | Afternoon Tea | 15:00 | 15:30 | Afternoon Tea | |||
| Session 5.1: Advances in Virtual Reality and Voice Assistants | Session Chaired By: | Prof. Kaushik Deb and Prof. Thilo Sauter | |||||
| Saturday 30 July 2022 | Room 1 | Session 5.1: Advances in Virtual Reality and Voice Assistants | 15:30 | 15:48 | HSI22-000045 | Intelligent Voice Assistants in home care: an initial overview on requirements, hopes and fears of professionals | Edith Birrer,Martin Biallas |
| Saturday 30 July 2022 | Room 1 | Session 5.1: Advances in Virtual Reality and Voice Assistants | 15:48 | 16:06 | HSI22-000018 | "Totally Unnecessary" or "Simply Convenient" – About Users and Non-Users of Voice Assistants | Bettina Pospisil,Thilo Sauter,Albert Treytl,Edith Huber,Walter Seboeck |
| Saturday 30 July 2022 | Room 1 | Session 5.1: Advances in Virtual Reality and Voice Assistants | 16:06 | 16:24 | HSI22-000093 | Personalised Physiotherapy Rehabilitation using Artificial Intelligence and Virtual Reality Gaming | Thimal Kempitiya,Daswin de Silva,Ebonie Rio,Richard Skarbez,Damminda Alahakoon |
| Saturday 30 July 2022 | Room 1 | Session 5.1: Advances in Virtual Reality and Voice Assistants | 16:24 | 16:42 | HSI22-000044 | A Virtual Reality Study Investigating the Effect of Cybersickness on the Relationship Between Vection and Presence Across Environments with Varying Levels of Ecological Relevance | Shady Mohamed,Saeid Nahavandi,Lars Kooijman,Houshyar Asadi |
| Saturday 30 July 2022 | Room 1 | Session 5.1: Advances in Virtual Reality and Voice Assistants | 16:42 | 17:00 | HSI22-000060 | Large monitors reduce tracking error in robot-assisted visual-motor tasks | Fabio Stroppa,Farshid Amirabdollahian,Antonio Frisoli |
| Saturday 30 July 2022 | Room 1 | Session 5.1: Advances in Virtual Reality and Voice Assistants | 17:00 | 17:18 | HSI22-000069 | How Virtual Body Continuity with Different Hand Representations Influence on User Perceptions and Task Performance | Jingjing Zhang,Mengjie Huang,Xiaohang Tang,Yiqi Wang,Rui Yang |
| Session 5.2: Innovations in Human-centric AI and Systems Interaction | Session Chaired By: | Prof. Sho Yokota and Prof Carsten Röcker | |||||
| Saturday 30 July 2022 | Room 2 | Session 5.2: Innovations in Human-centric AI and Systems Interaction | 15:30 | 15:48 | HSI22-000023 | Effect of Embodiment and Improving Japanese Students` English Pronunciation and Prosody with Humanoid Robot | Evan Krisdityawan,Sho Yokota,Akihiro Matsumoto,Daisuke Chugo,Satoshi Muramatsu,Hiroshi Hashimoto |
| Saturday 30 July 2022 | Room 2 | Session 5.2: Innovations in Human-centric AI and Systems Interaction | 15:48 | 16:06 | HSI22-000073 | User Expectations Regarding Design Dimensions of Adapative Assistance Systems | Mario Heinz-Jakobs,Hendrik Oestreich,Sebastian Wrede,Carsten Röcker |
| Saturday 30 July 2022 | Room 2 | Session 5.2: Innovations in Human-centric AI and Systems Interaction | 16:06 | 16:24 | HSI22-000068 | What Design Choices are Effective in Inducing Fear and Tension in First-Person PC Horror Games? | Kai-Lun Liao,Mengjie Huang,Rui Yang |
| Saturday 30 July 2022 | Room 2 | Session 5.2: Innovations in Human-centric AI and Systems Interaction | 16:24 | 16:42 | HSI22-000061 | Comparative Modern Retail Landscapes of Thai Retail Format Types: Omni-Channel and Value Proposition Perspectives | Korakit Piyamongkol,Singha Chaveesuk |
| Saturday 30 July 2022 | Room 2 | Session 5.2: Innovations in Human-centric AI and Systems Interaction | 16:42 | 17:00 | HSI22-000017 | Interactive Painting Volumetric Cloud Scenes with Simple Sketches Based on Deep Learning | Lida Huang,Mirjam Palosaari Eladhari,Sindri Magnússon,Thomas Westin,Nanxu Su |
| Saturday 30 July 2022 | Room 2 | Session 5.2: Innovations in Human-centric AI and Systems Interaction | 17:00 | 17:18 | HSI22-000006 | Study on the influence of Font Type on the Aesthetics Evaluation of Food Packaging | Xiaotong Chen,Wencheng Tang |
| Saturday 30 July 2022 | Aquarium | Conference Dinner at the Melbourne Aquarium, King St, Melbourne | 18:00 | 22:00 | Conference Dinner at the Melbourne Aquarium, King St, Melbourne | ||
| Day 3 | |||||||
| Sunday 31 July 2022 | Plenary Room | Opening Keynote | 9:00 | 10:30 | KN1 | Opening Keynote - AGI & Self-Structuring AI by Professor Damminda Alahakoon | |
| Sunday 31 July 2022 | Morning Tea | 10:30 | 11:00 | Morning Tea | |||
| Session 6.1: Innovations in Healthcare and Human Emotions | Session Chaired By: | Dr. Lisa Thrainer and Dr. Achini Adikari | |||||
| Sunday 31 July 2022 | Room 1 | Session 6.1: Innovations in Healthcare and Human Emotions | 11:00 | 11:18 | HSI22-000007 | Psychosocial Demands and the Acceptance of Mental Health Risk Monitoring Systems at Work | Vera Barbara Rick,Christopher Brandl,Alexander Mertens,Verena Nitsch |
| Sunday 31 July 2022 | Room 1 | Session 6.1: Innovations in Healthcare and Human Emotions | 11:18 | 11:36 | HSI22-000101 | An Artificial Intelligence Framework for the detection of Emotion Transitions in Telehealth Services | Nishan Mills,Sajani Ranasinghe,Gihan Sameera Wiriththamulla Gamage,Harsha Moraliyage,Nikki McCaffrey,Jessica Bucholc,Katherine Lane,Angela Cahill,Vicki White,Daswin de Silva |
| Sunday 31 July 2022 | Room 1 | Session 6.1: Innovations in Healthcare and Human Emotions | 11:36 | 11:54 | HSI22-000022 | ScSer: Supervised Contrastive Learning for Speech Emotion Recognition using Transformers | Varun Sai Alaparthi,Tejeswara Reddy,Deepak Abhiram Inagandla,Jay Prakash,Pramod Kumar Singh |
| Sunday 31 July 2022 | Room 1 | Session 6.1: Innovations in Healthcare and Human Emotions | 11:54 | 12:12 | HSI22-000002 | Investigating COVID-19 Vaccine Messaging in Online Social Networks using Artificial Intelligence | Kirishnni Prabagar,Kogul Srikandabala,NILAAN LOGANATHAN,Daswin de Silva,Gihan Gamage,Prabod Rathnayaka,Shehan Perera,Damminda Alahakoon |
| Sunday 31 July 2022 | Room 1 | Session 6.1: Innovations in Healthcare and Human Emotions | 12:12 | 12:30 | HSI22-000004 | A BERT-Based Idiom detection Model | Gihan Sameera Wiriththamulla Gamage,Daswin de Silva,Achini Adikari,Damminda Alahakoon |
| Sunday 31 July 2022 | Room 1 | Session 6.1: Innovations in Healthcare and Human Emotions | 12:30 | 12:48 | HSI22-000049 | Sperm segmentation and abnormalities detection during the ICSI procedure using machine learning algorithms | Aleksandra Fraczek,Gabriela Karwowska,Anna Jezierska,Magda Mazur-Milecka,Joanna Liss,Mateusz Miler |
| Session 6.2: Emerging Technologies in Human System Interaction | Session Chaired By: | Prof. Seiichiro Katsura, and Harsha Moraliyage | |||||
| Sunday 31 July 2022 | Room 2 | Session 6.2: Emerging Technologies in Human System Interaction | 11:00 | 11:18 | HSI22-000039 | A survey on Automation Technologies used in Network Control and Management | Aptin Babaei,Parham Kebria,Saeid Nahavandi |
| Sunday 31 July 2022 | Room 2 | Session 6.2: Emerging Technologies in Human System Interaction | 11:18 | 11:36 | HSI22-000094 | Programmable smart articulated Interface | Jaafar Gaber,Souad Tayane,Mohamed Ennaji,Ahmed Amine Chafik |
| Sunday 31 July 2022 | Room 2 | Session 6.2: Emerging Technologies in Human System Interaction | 11:36 | 11:54 | HSI22-000054 | Microtransactions in VR. a qualitative Comparison Between Voice User Interface and graphical User Interface | Karolina Buchta,Piotr Wójcik,Justyna Janicka,Damian Gałuszka,Radosław Sterna,Magdalena Igras-Cybulska |
| Sunday 31 July 2022 | Room 2 | Session 6.2: Emerging Technologies in Human System Interaction | 11:54 | 12:12 | HSI22-000027 | Communication Efficient Federated Learning Framework with Local Momentum | renyou xie,Xiaojun Zhou |
| Sunday 31 July 2022 | Room 2 | Session 6.2: Emerging Technologies in Human System Interaction | 12:12 | 12:30 | HSI22-000042 | A Comparison of Time-Frequency Distributions for Deep learning-Based Speech Assessment of Aphasic Patients | Akshay Kumar,Seedahmed S. Mahmoud,Yin Wang,Serri Faisal,Qiang Fang |
| Sunday 31 July 2022 | Room 2 | Session 6.2: Emerging Technologies in Human System Interaction | 12:30 | 12:48 | HSI22-000088 | Evaluating the Adversarial Robustness of Text Classifiers in Hyperdimensional Computing | Harsha Moraliyage,sachin kahawala,Daswin de Silva,Damminda Alahakoon |
| Sunday 31 July 2022 | Lunch | 12:30 | 14:00 | Lunch | |||
| End of Conference | End of Conference |
The detailed program is provided in an online searchable format, please use the search function on the right side of the screen. All times are in Australian Eastern Standard Time (AEST). HSI delegates who are presenting online will receive an email with Zoom links activated in each room.
| Date | Room | Session Name | Start | End | Code/Paper ID | Paper Title | Authors |
|---|---|---|---|---|---|---|---|
| Day 0 | HSI Deep Learning Workshop | ||||||
| Thursday 28 July 2022 | Registration desk opens | 8:00 | 9:00 | Registration desk opens | |||
| Thursday 28 July 2022 | Plenary Room | Workshop | 9:00 | 10:30 | W1 | Time Series Forecasting for Energy AI | Dr Kasun Bandara and Team CDAC |
| Thursday 28 July 2022 | Morning Tea | 10:30 | 11:00 | Morning Tea | |||
| Thursday 28 July 2022 | Plenary Room | Workshop | 11:00 | 12:30 | W2 | CNNs for Computer Vision | Professor Jacek Ruminski |
| Thursday 28 July 2022 | Lunch | 12:30 | 13:30 | Lunch | |||
| Thursday 28 July 2022 | Plenary Room | Workshop | 13:30 | 15:00 | W3 | Gesture-Based Machine Interaction | Dr Tomasz Kocejko |
| Thursday 28 July 2022 | Afternoon Tea | 15:00 | 15:30 | Afternoon Tea | |||
| Thursday 28 July 2022 | Plenary Room | Workshop | 15:30 | 17:00 | W4 | Open Event: Women in STEM Opportunities and Challenges | Team CDAC |
| Thursday 28 July 2022 | Plenary Room | Workshop | 17:00 | 18:30 | W5 | Hyperdimensional Computing and Neuromorphic AI | Team CDAC |
| Thursday 28 July 2022 | Plenary Room | HSI2022 Deep Learning Trivia Night | 18:30 | 21:00 | HSI2022 Deep Learning Trivia Night | ||
| Day 1 | |||||||
| Friday 29 July 2022 | Registration desk opens | 8:00 | 9:00 | Registration desk opens | |||
| Friday 29 July 2022 | Plenary Room | Opening Keynote | 9:00 | 10:30 | Opening Keynote - Graph Neural Networks at AWS AI by Professor George Karypis | ||
| Friday 29 July 2022 | Morning Tea | 10:30 | 11:00 | Morning Tea | |||
| Plenary Session: Seminal Advances in Human System Interaction | Session Chaired By: | Prof. Jacek Rumiński and Dr. Rashmika Nawaratne | |||||
| Friday 29 July 2022 | Plenary Room | Plenary Session: Seminal Advances in Human System Interaction | 11:00 | 11:18 | HSI22-000102 | Human System Interaction in Review: Opportunities and Challenges for Artificial Intelligence | Daswin De Silva, Rashmika Nawaratne, Jacek Ruminski, Aleksander Malinowski, Milos Manic |
| Friday 29 July 2022 | Plenary Room | Plenary Session: Seminal Advances in Human System Interaction | 11:18 | 11:36 | HSI22-000086 | Preferred Benchmarking Criteria for Systematic Taxonomy of Embedded Platforms (STEP) in Human System Interaction Systems | Alicja Kwasniewska,Sharath Raghava,Carlos Davila,Mikael Sevenier,David Gamba,Jacek Ruminski |
| Friday 29 July 2022 | Plenary Room | Plenary Session: Seminal Advances in Human System Interaction | 11:36 | 11:54 | HSI22-000026 | Systems Dynamics Modeling for Evaluating Socio-Technical Vulnerabilities in Advanced Persistent Threats | Mathew Nicho,Shini Girija |
| Friday 29 July 2022 | Plenary Room | Plenary Session: Seminal Advances in Human System Interaction | 11:54 | 12:12 | HSI22-000001 | An Interdisciplinary View on Humane Interfaces for Digital Shadows in the Internet of Production | Sebastian Pütz,Ralph Baier,Philipp Brauner,Florian Brillowski,Hannah Dammers,Luca Liehner,Niklas Rodemann,Sebastian Schneider,Alexander Schollemann,Linda Steuer-Dankert,Luisa Vervier,Thomas Gries,Carmen Leicht-Scholten,Saskia K. Nagel,Frank T. Piller,Günther Schuh,Martina Ziefle,Verena Nitsch,Alexander Mertens |
| Friday 29 July 2022 | Plenary Room | Plenary Session: Seminal Advances in Human System Interaction | 12:12 | 12:30 | HSI22-000058 | Perception of Supporting Agents Based on the Cognitive Responses of Recipients in a Helping Situation | Masanari Ichikawa,Takafumi Sakamoto,Yugo Takeuchi |
| Friday 29 July 2022 | Lunch | 12:30 | 13:30 | Lunch | |||
| Session 1.1: Advances in Robot and Sensor | Session Chaired By: | Prof. Young Soo Suh and Bibhu Sharma | |||||
| Friday 29 July 2022 | Room 1 | Session 1.1: Advances in Robot and Sensor Interactions | 13:30 | 13:48 | HSI22-000046 | Gait analysis using body-installed RGB-D camera and inertial sensors | Young Soo Suh,Duc Cong Dang |
| Friday 29 July 2022 | Room 1 | Session 1.1: Advances in Robot and Sensor Interactions | 13:48 | 14:06 | HSI22-000036 | Comparison Study of inertial Sensor Signal Combination for Human Activity Recognition Based on Convolutional Neural Networks | Farhad Nazari,Navid Mohajer,Darius Nahavandi,Abbas Khosravi,Saeid Nahavandi |
| Friday 29 July 2022 | Room 1 | Session 1.1: Advances in Robot and Sensor Interactions | 14:06 | 14:24 | HSI22-000057 | Optimal placement of IMU Sensor for the detection of children Activity | Magdalena Madej,Jacek Ruminski |
| Friday 29 July 2022 | Room 1 | Session 1.1: Advances in Robot and Sensor Interactions | 14:24 | 14:42 | HSI22-000034 | 5G for Low-latency Human-Robot Collaborations; Challenges and Solutions | Aptin Babaei,Parham Kebria,Saeid Nahavandi |
| Friday 29 July 2022 | Room 1 | Session 1.1: Advances in Robot and Sensor Interactions | 14:42 | 15:00 | HSI22-000067 | Physical Human-Robot Interaction (pHRI) through Admittance Control of Dynamic Movement Primitives in Sit-to-Stand Assistance Robot | Bibhu Sharma,Jackrit Suthakorn,Branesh M. Pillai |
| Friday 29 July 2022 | |||||||
| Session 1.2: Net Zero Emissions and Energy AI | Session Chaired By: | Andrew Jennings and Nishan Mills | |||||
| Friday 29 July 2022 | Room 2 | Session 1.2: Net Zero Emissions and Energy AI | 13:30 | 13:48 | HSI22-000041 | A Hybrid Tree-Based Ensemble Learning Model for Day-Ahead Peak Load Forecasting | Jihoon Moon,Sungwoo Park,Eenjun Hwang,Seungmin Rho |
| Friday 29 July 2022 | Room 2 | Session 1.2: Net Zero Emissions and Energy AI | 13:48 | 14:06 | HSI22-000030 | Environmental and Social monitoring in existing building structures – results of a case study within several historical buildings | Alex Redlein,Lisa Thrainer |
| Friday 29 July 2022 | Room 2 | Session 1.2: Net Zero Emissions and Energy AI | 14:06 | 14:24 | HSI22-000080 | Cloud Edge Architecture Leveraging Artificial Intelligence and Analytics for Microgrid Energy Optimisation and Net Zero Carbon Emissions | Nishan Mills,Harsha Moraliyage,Prabod Rathnayaka,Daswin de Silva,Andrew Jennings |
| Friday 29 July 2022 | Room 2 | Session 1.2: Net Zero Emissions and Energy AI | 14:24 | 14:42 | HSI22-000090 | UNICON: An Open Dataset of Electricity, Gas and Water Consumption in a Large Multi-Campus University Setting | Harsha Moraliyage,Nishan Mills,Prabod Rathnayaka,Daswin de Silva,Andrew Jennings |
| Friday 29 July 2022 | Room 2 | Session 1.2: Net Zero Emissions and Energy AI | 14:42 | 15:00 | HSI22-000089 | Specialist vs Generalist: A Transformer Architecture for Global Forecasting Energy Time Series | Prabod Rathnayaka,Harsha Moraliyage,Nishan Mills,Daswin de Silva,Andrew Jennings |
| Friday 29 July 2022 | Afternoon Tea | 15:00 | 15:30 | Afternoon Tea | |||
| Session 2.1: Advances in Ocular and Brain Interfaces | Session Chaired By: | Dr. Tomasz Kocejko and Dr. Mengjie Huang | |||||
| Friday 29 July 2022 | Room 1 | Session 2.1: Advances in Ocular and Brain Interfaces | 15:30 | 15:48 | HSI22-000059 | Eye-tracking everywhere a software Supporting disabled people in Interaction with computers | Tomasz Kocejko,Klaudia Solska |
| Friday 29 July 2022 | Room 1 | Session 2.1: Advances in Ocular and Brain Interfaces | 15:48 | 16:06 | HSI22-000016 | Blink recognition using flexible graphene stress sensor and RFID chipless tagging technology | Yaning Li,Lang Xiao,Wenjun Yang,Yafeng Niu |
| Friday 29 July 2022 | Room 1 | Session 2.1: Advances in Ocular and Brain Interfaces | 16:06 | 16:24 | HSI22-000014 | POSSIBLE ONLINE-A method for distinguishing between involuntary and voluntary blinks based on graphene sensor | Qu Mengyuan,Zuo Hongrui,Yang Wenjun,Yafeng Niu |
| Friday 29 July 2022 | Room 1 | Session 2.1: Advances in Ocular and Brain Interfaces | 16:24 | 16:42 | HSI22-000005 | A Dynamic Adjustment System of Vehicle Rearview Mirror using Gaze detection | Zijian Han,Yafeng Niu,Wenjun Yang |
| Friday 29 July 2022 | Room 1 | Session 2.1: Advances in Ocular and Brain Interfaces | 16:42 | 17:00 | HSI22-000048 | Deep learning approach on surface EEG Based Brain Computer Interface | Tomasz Kocejko,Lukasz Radzinski |
| Friday 29 July 2022 | Room 1 | Session 2.1: Advances in Ocular and Brain Interfaces | 17:00 | 17:18 | HSI22-000062 | EEG error-related potentials elicited by user-initiated errors at different levels of game difficulty | Yuting Zheng,Mengjie Huang,Rui Yang |
| Session 2.2: Energy AI, Telediagnostics and Blockchain | Session Chaired By: | Andrew Jennings and Nishan Mills | |||||
| Friday 29 July 2022 | Room 2 | Session 2.2: Energy AI, Telediagnostics and Blockchain | 15:30 | 15:48 | HSI22-000071 | Data-Correlation Energy Management of Smart Homes with Rooftop Photovoltaic and Plug-in Electric Vehicles | Haoyong Chen,Zipeng Liang |
| Friday 29 July 2022 | Room 2 | Session 2.2: Energy AI, Telediagnostics and Blockchain | 15:48 | 16:06 | HSI22-000099 | UNISOLAR: An Open Dataset of Photovoltaic Solar Energy Generation in a Large Multi-Campus University Setting | Shashini Wimalaratne,Dilantha Haputhanthri,sachin kahawala,Gihan Sameera Wiriththamulla Gamage,Damminda Alahakoon,Andrew Jennings |
| Friday 29 July 2022 | Room 2 | Session 2.2: Energy AI, Telediagnostics and Blockchain | 16:06 | 16:24 | HSI22-000091 | Comparative Evaluation of Gradient Boosting with Active Thresholding and Model Explainability for Peak Demand Forecasting | Sachin Kahawala, Dilantha Haputhanthri, Harsha Moraliyage, Shashini Wimalaratne, Damminda Alahakoon, Andrew Jennings |
| Friday 29 July 2022 | Room 2 | Session 2.2: Energy AI, Telediagnostics and Blockchain | 16:24 | 16:42 | HSI22-000083 | Cooee: An Artificial Intelligence Chatbot for Complex Energy Environments | Gihan Sameera Wiriththamulla Gamage,Nishan Mills,Prabod Rathnayaka,Andrew Jennings,Damminda Alahakoon |
| Friday 29 July 2022 | Room 2 | Session 2.2: Energy AI, Telediagnostics and Blockchain | 16:42 | 17:00 | HSI22-000040 | Computer Aided Telediagnostics System for Stoma Patients | Rafał Zawislak,Mariusz Szwoch,Grzegorz Granosik,Anna Miarka,Joanna Mik-Wojtczak,Michał Mik |
| Friday 29 July 2022 | Room 2 | Session 2.2: Energy AI, Telediagnostics and Blockchain | 17:00 | 17:18 | HSI22-000024 | An Analysis of the Features Considerable for NFT Recommendations | Dinuka Piyadigama,Guhanathan Poravi |
| Friday 29 July 2022 | Plenary Room | Welcome Reception at the Conference Venue | 18:00 | 21:00 | Welcome Reception at the Conference Venue | ||
| Day 2 | |||||||
| Saturday 30 July 2022 | Registration desk opens | 8:00 | 9:00 | Registration desk opens | |||
| Saturday 30 July 2022 | Plenary Room | Keynote 2 | 9:00 | 10:30 | Keynote 2 - Explainable AI in Cyber-Physical Systems - Professor Milos Manic | ||
| Saturday 30 July 2022 | Morning Tea | 10:30 | 11:00 | Morning Tea | |||
| Session 3.1: Advances in Tactile and Kinesthetic Interfaces | Session Chaired By: | Prof. Yutang Wang and Dr. Tomasz Neumann | |||||
| Saturday 30 July 2022 | Room 1 | Session 3.1: Advances in Tactile and Kinesthetic Interfaces | 11:00 | 11:18 | HSI22-000031 | Motion-Copying System Based on Modeling of Finger Force Characteristics using Upper Limb-EMG | Daiki Sodenaga,Kosuke Egawa,Seiichiro Katsura |
| Saturday 30 July 2022 | Room 1 | Session 3.1: Advances in Tactile and Kinesthetic Interfaces | 11:18 | 11:36 | HSI22-000075 | Servo Control of Finger MP Joint by Functional Electrical Stimulation of Lumbrical and Extensor Digitorum Muscle | Issei Ikura,Seiichiro Katsura |
| Saturday 30 July 2022 | Room 1 | Session 3.1: Advances in Tactile and Kinesthetic Interfaces | 11:36 | 11:54 | HSI22-000035 | Predicting Human Performance in Vertical Hierarchical Menu Selection in Immersive AR Using Hand-gesture and Head-gaze | Majid Pourmemar,Charalambos Poullis,Yashas Joshi |
| Saturday 30 July 2022 | Room 1 | Session 3.1: Advances in Tactile and Kinesthetic Interfaces | 11:54 | 12:12 | HSI22-000029 | Identification of Wrist Elastic Moment in Healthy Subjects for Control by Functional Electrical Stimulation | Akinori Shimomura,Seiichiro Katsura |
| Saturday 30 July 2022 | Room 1 | Session 3.1: Advances in Tactile and Kinesthetic Interfaces | 12:12 | 12:30 | HSI22-000025 | Joint Space Based Force Sensorless Bilateral Control with BP Neural Network Gravity Compensation for 6-PSS Parallel Actuator | Jiangtao Zheng,Yutang Wang,Chengwei Lu,Dapeng Tian |
| Session 3.2: Visual Media Computing and Cognitive Modeling | Session Chaired By: | Dr. Jeongho Cho and Dr. Abid Hussain | |||||
| Saturday 30 July 2022 | Room 2 | Session 3.2: Visual Media Computing and Cognitive Modeling | 11:00 | 11:18 | HSI22-000082 | HANDS: enHancing Academic performaNce via Deep foreSt | Huiyan Qiao,Yuling Ma,Yilong Yin |
| Saturday 30 July 2022 | Room 2 | Session 3.2: Visual Media Computing and Cognitive Modeling | 11:18 | 11:36 | HSI22-000051 | Analysis of the influence of external conditions on temperature readings in thermograms and adaptive adjustment of the measured temperature value | Piotr Filipowicz,Mateusz Kowalewski,Kinga Słomińska,mariusz Kaczmarek |
| Saturday 30 July 2022 | Room 2 | Session 3.2: Visual Media Computing and Cognitive Modeling | 11:36 | 11:54 | HSI22-000063 | Local Detail Enhancement Network for CNV Typing in OCT Images | chuanzhen xu,Xiaoming Xi,Xiao Yang,Sun Liangyun,Lingzhao Meng,Xiushan Nie |
| Saturday 30 July 2022 | Room 2 | Session 3.2: Visual Media Computing and Cognitive Modeling | 11:54 | 12:12 | HSI22-000064 | Attention-based Interactions Network for Breast Tumor Classification with Multi-modality Images | Xiao Yang,Xiaoming Xi,chuanzhen xu,Liangyun Sun,Lingzhao Meng,Xiushan Nie |
| Saturday 30 July 2022 | Room 2 | Session 3.2: Visual Media Computing and Cognitive Modeling | 12:12 | 12:30 | HSI22-000066 | Comparison of image pre-processing methods in liver segmentation task | Kamil Kaczor,Paweł Nadachowski,Maksymilian Operlejn,Artur Piastowski,Marta Zielonka,Jan Cychnerski,Alicja Kwaśniewska |
| Saturday 30 July 2022 | Lunch | 12:30 | 13:30 | Lunch | |||
| Session 4.1: Advances in Human Activity and Facial Recognition | Session Chaired By: | Prof. Kanghyun Jo and Prof. Eenjun Hwang | |||||
| Saturday 30 July 2022 | Room 1 | Session 4.1: Advances in Human Activity and Facial Recognition | 13:30 | 13:48 | HSI22-000056 | Fine-Grained Soccer Actions Classification using Deep Neural Network | ANIK SEN,Syed Md. Minhaz Hossain,Mohammad Ashraf Russo,Kaushik Deb,Kanghyun Jo |
| Saturday 30 July 2022 | Room 1 | Session 4.1: Advances in Human Activity and Facial Recognition | 13:48 | 14:06 | HSI22-000052 | Towards Safety in Open-field Agricultural Robotic Applications: A Method for Human Risk Assessment using Classifiers | Jose Carlos Mayoral Banos,Lars Grimstad,Pål Johan From,Grzegorz Cielniak |
| Saturday 30 July 2022 | Room 1 | Session 4.1: Advances in Human Activity and Facial Recognition | 14:06 | 14:24 | HSI22-000081 | Person Search via Background and Foreground Contrastive learning | Qing Tang,Kanghyun Jo |
| Saturday 30 July 2022 | Room 1 | Session 4.1: Advances in Human Activity and Facial Recognition | 14:24 | 14:42 | HSI22-000072 | Face De-Identification Scheme using Landmark-Based Inpainting | Hyeonwoo Kim,Junsuk Lee,Eenjun Hwang |
| Saturday 30 July 2022 | Room 1 | Session 4.1: Advances in Human Activity and Facial Recognition | 14:42 | 15:00 | HSI22-000100 | Face Super-resolution Based on Multi-source References | Hui Yu,Muwei Jian,Rui Wang |
| Session 4.2: Innovations in Pedestrian and Transport Systems Interaction | Session Chaired By: | Prof. Jacek Rumiński and Prof. Yihsin Ho | |||||
| Saturday 30 July 2022 | Room 2 | Session 4.2: Innovations in Pedestrian and Transport Systems Interaction | 13:30 | 13:48 | HSI22-000021 | Pothole - related Traffic Safety Detection based on Deep Learning | WEIYU WANG,Yihsin Ho |
| Saturday 30 July 2022 | Room 2 | Session 4.2: Innovations in Pedestrian and Transport Systems Interaction | 13:48 | 14:06 | HSI22-000053 | AITP an AI Thermal Pedestrians Dataset | Aleksandra Górska,Patrycja Guzal,Iga Namiotko,Aleksandra Wędołowska,Martyna Włoszczyńska,Jacek Ruminski |
| Saturday 30 July 2022 | Room 2 | Session 4.2: Innovations in Pedestrian and Transport Systems Interaction | 14:06 | 14:24 | HSI22-000019 | Pedestrian detection in low-resolution thermal images | Aleksandra Górska,Patrycja Guzal,Iga Namiotko,Aleksandra Wędołowska,Martyna Włoszczyńska,Jacek Rumiski |
| Saturday 30 July 2022 | Room 2 | Session 4.2: Innovations in Pedestrian and Transport Systems Interaction | 14:24 | 14:42 | HSI22-000010 | Autonomous Driving Systems: An Overview of Challenges in Safety, Reliability and Privacy | Ruqaiyah Memon,Keyvan Arezoo,Khalil Alipour,Mohammad Ghamari |
| Saturday 30 July 2022 | Room 2 | Session 4.2: Innovations in Pedestrian and Transport Systems Interaction | 14:42 | 15:00 | HSI22-000085 | Vehicle Identification and Classification for Smart Transportation using Artificial Intelligence- A Review | Jagdish Patni |
| Saturday 30 July 2022 | Room 2 | Session 4.2: Innovations in Pedestrian and Transport Systems Interaction | 15:00 | 15:18 | HSI22-000043 | Road Traffic Network Division for a Parallel Dynamic Network Loading Algorithm | Tomas Potuzak,Frantisek Kolovsky |
| Saturday 30 July 2022 | Afternoon Tea | 15:00 | 15:30 | Afternoon Tea | |||
| Session 5.1: Advances in Virtual Reality and Voice Assistants | Session Chaired By: | Prof. Kaushik Deb and Prof. Thilo Sauter | |||||
| Saturday 30 July 2022 | Room 1 | Session 5.1: Advances in Virtual Reality and Voice Assistants | 15:30 | 15:48 | HSI22-000045 | Intelligent Voice Assistants in home care: an initial overview on requirements, hopes and fears of professionals | Edith Birrer,Martin Biallas |
| Saturday 30 July 2022 | Room 1 | Session 5.1: Advances in Virtual Reality and Voice Assistants | 15:48 | 16:06 | HSI22-000018 | "Totally Unnecessary" or "Simply Convenient" – About Users and Non-Users of Voice Assistants | Bettina Pospisil,Thilo Sauter,Albert Treytl,Edith Huber,Walter Seboeck |
| Saturday 30 July 2022 | Room 1 | Session 5.1: Advances in Virtual Reality and Voice Assistants | 16:06 | 16:24 | HSI22-000093 | Personalised Physiotherapy Rehabilitation using Artificial Intelligence and Virtual Reality Gaming | Thimal Kempitiya,Daswin de Silva,Ebonie Rio,Richard Skarbez,Damminda Alahakoon |
| Saturday 30 July 2022 | Room 1 | Session 5.1: Advances in Virtual Reality and Voice Assistants | 16:24 | 16:42 | HSI22-000044 | A Virtual Reality Study Investigating the Effect of Cybersickness on the Relationship Between Vection and Presence Across Environments with Varying Levels of Ecological Relevance | Shady Mohamed,Saeid Nahavandi,Lars Kooijman,Houshyar Asadi |
| Saturday 30 July 2022 | Room 1 | Session 5.1: Advances in Virtual Reality and Voice Assistants | 16:42 | 17:00 | HSI22-000060 | Large monitors reduce tracking error in robot-assisted visual-motor tasks | Fabio Stroppa,Farshid Amirabdollahian,Antonio Frisoli |
| Saturday 30 July 2022 | Room 1 | Session 5.1: Advances in Virtual Reality and Voice Assistants | 17:00 | 17:18 | HSI22-000069 | How Virtual Body Continuity with Different Hand Representations Influence on User Perceptions and Task Performance | Jingjing Zhang,Mengjie Huang,Xiaohang Tang,Yiqi Wang,Rui Yang |
| Session 5.2: Innovations in Human-centric AI and Systems Interaction | Session Chaired By: | Prof. Sho Yokota and Prof Carsten Röcker | |||||
| Saturday 30 July 2022 | Room 2 | Session 5.2: Innovations in Human-centric AI and Systems Interaction | 15:30 | 15:48 | HSI22-000023 | Effect of Embodiment and Improving Japanese Students` English Pronunciation and Prosody with Humanoid Robot | Evan Krisdityawan,Sho Yokota,Akihiro Matsumoto,Daisuke Chugo,Satoshi Muramatsu,Hiroshi Hashimoto |
| Saturday 30 July 2022 | Room 2 | Session 5.2: Innovations in Human-centric AI and Systems Interaction | 15:48 | 16:06 | HSI22-000073 | User Expectations Regarding Design Dimensions of Adapative Assistance Systems | Mario Heinz-Jakobs,Hendrik Oestreich,Sebastian Wrede,Carsten Röcker |
| Saturday 30 July 2022 | Room 2 | Session 5.2: Innovations in Human-centric AI and Systems Interaction | 16:06 | 16:24 | HSI22-000068 | What Design Choices are Effective in Inducing Fear and Tension in First-Person PC Horror Games? | Kai-Lun Liao,Mengjie Huang,Rui Yang |
| Saturday 30 July 2022 | Room 2 | Session 5.2: Innovations in Human-centric AI and Systems Interaction | 16:24 | 16:42 | HSI22-000061 | Comparative Modern Retail Landscapes of Thai Retail Format Types: Omni-Channel and Value Proposition Perspectives | Korakit Piyamongkol,Singha Chaveesuk |
| Saturday 30 July 2022 | Room 2 | Session 5.2: Innovations in Human-centric AI and Systems Interaction | 16:42 | 17:00 | HSI22-000017 | Interactive Painting Volumetric Cloud Scenes with Simple Sketches Based on Deep Learning | Lida Huang,Mirjam Palosaari Eladhari,Sindri Magnússon,Thomas Westin,Nanxu Su |
| Saturday 30 July 2022 | Room 2 | Session 5.2: Innovations in Human-centric AI and Systems Interaction | 17:00 | 17:18 | HSI22-000006 | Study on the influence of Font Type on the Aesthetics Evaluation of Food Packaging | Xiaotong Chen,Wencheng Tang |
| Saturday 30 July 2022 | Aquarium | Conference Dinner at the Melbourne Aquarium, King St, Melbourne | 18:00 | 22:00 | Conference Dinner at the Melbourne Aquarium, King St, Melbourne | ||
| Day 3 | |||||||
| Sunday 31 July 2022 | Plenary Room | Opening Keynote | 9:00 | 10:30 | KN1 | Opening Keynote - AGI & Self-Structuring AI by Professor Damminda Alahakoon | |
| Sunday 31 July 2022 | Morning Tea | 10:30 | 11:00 | Morning Tea | |||
| Session 6.1: Innovations in Healthcare and Human Emotions | Session Chaired By: | Dr. Lisa Thrainer and Dr. Achini Adikari | |||||
| Sunday 31 July 2022 | Room 1 | Session 6.1: Innovations in Healthcare and Human Emotions | 11:00 | 11:18 | HSI22-000007 | Psychosocial Demands and the Acceptance of Mental Health Risk Monitoring Systems at Work | Vera Barbara Rick,Christopher Brandl,Alexander Mertens,Verena Nitsch |
| Sunday 31 July 2022 | Room 1 | Session 6.1: Innovations in Healthcare and Human Emotions | 11:18 | 11:36 | HSI22-000101 | An Artificial Intelligence Framework for the detection of Emotion Transitions in Telehealth Services | Nishan Mills,Sajani Ranasinghe,Gihan Sameera Wiriththamulla Gamage,Harsha Moraliyage,Nikki McCaffrey,Jessica Bucholc,Katherine Lane,Angela Cahill,Vicki White,Daswin de Silva |
| Sunday 31 July 2022 | Room 1 | Session 6.1: Innovations in Healthcare and Human Emotions | 11:36 | 11:54 | HSI22-000022 | ScSer: Supervised Contrastive Learning for Speech Emotion Recognition using Transformers | Varun Sai Alaparthi,Tejeswara Reddy,Deepak Abhiram Inagandla,Jay Prakash,Pramod Kumar Singh |
| Sunday 31 July 2022 | Room 1 | Session 6.1: Innovations in Healthcare and Human Emotions | 11:54 | 12:12 | HSI22-000002 | Investigating COVID-19 Vaccine Messaging in Online Social Networks using Artificial Intelligence | Kirishnni Prabagar,Kogul Srikandabala,NILAAN LOGANATHAN,Daswin de Silva,Gihan Gamage,Prabod Rathnayaka,Shehan Perera,Damminda Alahakoon |
| Sunday 31 July 2022 | Room 1 | Session 6.1: Innovations in Healthcare and Human Emotions | 12:12 | 12:30 | HSI22-000004 | A BERT-Based Idiom detection Model | Gihan Sameera Wiriththamulla Gamage,Daswin de Silva,Achini Adikari,Damminda Alahakoon |
| Sunday 31 July 2022 | Room 1 | Session 6.1: Innovations in Healthcare and Human Emotions | 12:30 | 12:48 | HSI22-000049 | Sperm segmentation and abnormalities detection during the ICSI procedure using machine learning algorithms | Aleksandra Fraczek,Gabriela Karwowska,Anna Jezierska,Magda Mazur-Milecka,Joanna Liss,Mateusz Miler |
| Session 6.2: Emerging Technologies in Human System Interaction | Session Chaired By: | Prof. Seiichiro Katsura, and Harsha Moraliyage | |||||
| Sunday 31 July 2022 | Room 2 | Session 6.2: Emerging Technologies in Human System Interaction | 11:00 | 11:18 | HSI22-000039 | A survey on Automation Technologies used in Network Control and Management | Aptin Babaei,Parham Kebria,Saeid Nahavandi |
| Sunday 31 July 2022 | Room 2 | Session 6.2: Emerging Technologies in Human System Interaction | 11:18 | 11:36 | HSI22-000094 | Programmable smart articulated Interface | Jaafar Gaber,Souad Tayane,Mohamed Ennaji,Ahmed Amine Chafik |
| Sunday 31 July 2022 | Room 2 | Session 6.2: Emerging Technologies in Human System Interaction | 11:36 | 11:54 | HSI22-000054 | Microtransactions in VR. a qualitative Comparison Between Voice User Interface and graphical User Interface | Karolina Buchta,Piotr Wójcik,Justyna Janicka,Damian Gałuszka,Radosław Sterna,Magdalena Igras-Cybulska |
| Sunday 31 July 2022 | Room 2 | Session 6.2: Emerging Technologies in Human System Interaction | 11:54 | 12:12 | HSI22-000027 | Communication Efficient Federated Learning Framework with Local Momentum | renyou xie,Xiaojun Zhou |
| Sunday 31 July 2022 | Room 2 | Session 6.2: Emerging Technologies in Human System Interaction | 12:12 | 12:30 | HSI22-000042 | A Comparison of Time-Frequency Distributions for Deep learning-Based Speech Assessment of Aphasic Patients | Akshay Kumar,Seedahmed S. Mahmoud,Yin Wang,Serri Faisal,Qiang Fang |
| Sunday 31 July 2022 | Room 2 | Session 6.2: Emerging Technologies in Human System Interaction | 12:30 | 12:48 | HSI22-000088 | Evaluating the Adversarial Robustness of Text Classifiers in Hyperdimensional Computing | Harsha Moraliyage,sachin kahawala,Daswin de Silva,Damminda Alahakoon |
| Sunday 31 July 2022 | Lunch | 12:30 | 14:00 | Lunch | |||
| End of Conference | End of Conference |
| Date | Session | Start | End | Paper ID | Paper Title |
| Friday 29 July 2022 | Plenary Session: Seminal Advances in Human System Interaction | 11:00 | 11:18 | HSI22-000102 | Human System Interaction in Review: Opportunities and Challenges for Artificial Intelligence |
| 11:18 | 11:36 | HSI22-000086 | Preferred Benchmarking Criteria for Systematic Taxonomy of Embedded Platforms (STEP) in Human System Interaction Systems | ||
| 11:36 | 11:54 | HSI22-000026 | Systems Dynamics Modeling for Evaluating Socio-Technical Vulnerabilities in Advanced Persistent Threats | ||
| 11:54 | 12:12 | HSI22-000001 | An Interdisciplinary View on Humane Interfaces for Digital Shadows in the Internet of Production | ||
| 12:12 | 12:30 | HSI22-000058 | Perception of Supporting Agents Based on the Cognitive Responses of Recipients in a Helping Situation | ||
| Friday 29 July 2022 | Session 1.1: Advances in Robot and Sensor Interactions | 13:30 | 13:48 | HSI22-000046 | Gait analysis using body-installed RGB-D camera and inertial sensors |
| 13:48 | 14:06 | HSI22-000036 | Comparison Study of inertial Sensor Signal Combination for Human Activity Recognition Based on Convolutional Neural Networks | ||
| 14:06 | 14:24 | HSI22-000057 | Optimal placement of IMU Sensor for the detection of children Activity | ||
| 14:24 | 14:42 | HSI22-000034 | 5G for Low-latency Human-Robot Collaborations; Challenges and Solutions | ||
| 14:42 | 15:00 | HSI22-000067 | Physical Human-Robot Interaction (pHRI) through Admittance Control of Dynamic Movement Primitives in Sit-to-Stand Assistance Robot | ||
| Friday 29 July 2022 | Session 1.2: Net Zero Emissions and Energy AI | 13:30 | 13:48 | HSI22-000041 | A Hybrid Tree-Based Ensemble Learning Model for Day-Ahead Peak Load Forecasting |
| 13:48 | 14:06 | HSI22-000030 | Environmental and Social monitoring in existing building structures – results of a case study within several historical buildings | ||
| 14:06 | 14:24 | HSI22-000080 | Cloud Edge Architecture Leveraging Artificial Intelligence and Analytics for Microgrid Energy Optimisation and Net Zero Carbon Emissions | ||
| 14:24 | 14:42 | HSI22-000090 | UNICON: An Open Dataset of Electricity, Gas and Water Consumption in a Large Multi-Campus University Setting | ||
| 14:42 | 15:00 | HSI22-000089 | Specialist vs Generalist: A Transformer Architecture for Global Forecasting Energy Time Series | ||
| Friday 29 July 2022 | Session 2.1: Advances in Ocular and Brain Interfaces | 15:30 | 15:48 | HSI22-000059 | Eye-tracking everywhere – software Supporting disabled people in Interaction with computers |
| 15:48 | 16:06 | HSI22-000016 | Blink recognition using flexible graphene stress sensor and RFID chipless tagging technology | ||
| 16:06 | 16:24 | HSI22-000014 | POSSIBLE ONLINE-A method for distinguishing between involuntary and voluntary blinks based on graphene sensor | ||
| 16:24 | 16:42 | HSI22-000005 | A Dynamic Adjustment System of Vehicle Rearview Mirror using Gaze detection | ||
| 16:42 | 17:00 | HSI22-000048 | Deep learning approach on surface EEG Based Brain Computer Interface | ||
| 17:00 | 17:18 | HSI22-000062 | EEG error-related potentials elicited by user-initiated errors at different levels of game difficulty | ||
| Friday 29 July 2022 | Session 2.2: Energy AI, Telediagnostics and Blockchain | 15:30 | 15:48 | HSI22-000071 | Data-Correlation Energy Management of Smart Homes with Rooftop Photovoltaic and Plug-in Electric Vehicles |
| 15:48 | 16:06 | HSI22-000099 | UNISOLAR: An Open Dataset of Photovoltaic Solar Energy Generation in a Large Multi-Campus University Setting | ||
| 16:06 | 16:24 | HSI22-000091 | Comparative Evaluation of Gradient Boosting with Active Thresholding and Model Explainability for Peak Demand Forecasting | ||
| 16:24 | 16:42 | HSI22-000083 | Cooee: An Artificial Intelligence Chatbot for Complex Energy Environments | ||
| 16:42 | 17:00 | HSI22-000040 | Computer Aided Telediagnostics System for Stoma Patients | ||
| 17:00 | 17:18 | HSI22-000024 | An Analysis of the Features Considerable for NFT Recommendations | ||
| Saturday 30 July 2022 | Session 3.1: Advances in Tactile and Kinesthetic Interfaces | 11:00 | 11:18 | HSI22-000031 | Motion-Copying System Based on Modeling of Finger Force Characteristics using Upper Limb-EMG |
| 11:18 | 11:36 | HSI22-000075 | Servo Control of Finger MP Joint by Functional Electrical Stimulation of Lumbrical and Extensor Digitorum Muscle | ||
| 11:36 | 11:54 | HSI22-000035 | Predicting Human Performance in Vertical Hierarchical Menu Selection in Immersive AR Using Hand-gesture and Head-gaze | ||
| 11:54 | 12:12 | HSI22-000029 | Identification of Wrist Elastic Moment in Healthy Subjects for Control by Functional Electrical Stimulation | ||
| 12:12 | 12:30 | HSI22-000025 | Joint Space Based Force Sensorless Bilateral Control with BP Neural Network Gravity Compensation for 6-PSS Parallel Actuator | ||
| Saturday 30 July 2022 | Session 3.2: Visual Media Computing and Cognitive Modeling | 11:00 | 11:18 | HSI22-000082 | HANDS: enHancing Academic performaNce via Deep foreSt |
| 11:18 | 11:36 | HSI22-000051 | analysis of the influence of external conditions on temperature readings in thermograms and adaptive Adjustment of the measured temperature value | ||
| 11:36 | 11:54 | HSI22-000063 | Local Detail Enhancement Network for CNV Typing in OCT Images | ||
| 11:54 | 12:12 | HSI22-000064 | Attention-based Interactions Network for Breast Tumor Classification with Multi-modality Images | ||
| 12:12 | 12:30 | HSI22-000066 | Comparison of image pre-processing methods in liver segmentation task | ||
| Saturday 30 July 2022 | Session 4.1: Advances in Human Activity and Facial Recognition | 13:30 | 13:48 | HSI22-000056 | Fine-Grained Soccer Actions Classification using Deep Neural Network |
| 13:48 | 14:06 | HSI22-000052 | Towards Safety in Open-field Agricultural Robotic Applications: A Method for Human Risk Assessment using Classifiers | ||
| 14:06 | 14:24 | HSI22-000081 | Person Search via Background and Foreground Contrastive learning | ||
| 14:24 | 14:42 | HSI22-000072 | Face De-Identification Scheme using Landmark-Based Inpainting | ||
| 14:42 | 15:00 | HSI22-000100 | Face Super-resolution Based on Multi-source References | ||
| Saturday 30 July 2022 | Session 4.2: Innovations in Pedestrian and Transport Systems Interaction | 13:30 | 13:48 | HSI22-000021 | Pothole-related Traffic Safety Detection based on Deep Learning |
| 13:48 | 14:06 | HSI22-000053 | AITP – AI Thermal Pedestrians Dataset | ||
| 14:06 | 14:24 | HSI22-000019 | Pedestrian detection in low-resolution thermal images | ||
| 14:24 | 14:42 | HSI22-000010 | Autonomous Driving Systems: An Overview of Challenges in Safety, Reliability and Privacy | ||
| 14:42 | 15:00 | HSI22-000085 | Vehicle Identification and Classification for Smart Transportation using Artificial Intelligence- A Review | ||
| 15:00 | 15:18 | HSI22-000043 | Road Traffic Network Division for a Parallel Dynamic Network Loading Algorithm | ||
| Saturday 30 July 2022 | Session 5.1: Advances in Virtual Reality and Voice Assistants | 15:30 | 15:48 | HSI22-000045 | Intelligent Voice Assistants in home care: an initial overview on requirements, hopes and fears of professionals |
| 15:48 | 16:06 | HSI22-000018 | “Totally Unnecessary” or “Simply Convenient” – About Users and Non-Users of Voice Assistants | ||
| 16:06 | 16:24 | HSI22-000093 | Personalised Physiotherapy Rehabilitation using Artificial Intelligence and Virtual Reality Gaming | ||
| 16:24 | 16:42 | HSI22-000044 | A Virtual Reality Study Investigating the Effect of Cybersickness on the Relationship Between Vection and Presence Across Environments with Varying Levels of Ecological Relevance | ||
| 16:42 | 17:00 | HSI22-000060 | Large monitors reduce tracking error in robot-assisted visual-motor tasks | ||
| 17:00 | 17:18 | HSI22-000069 | How Virtual Body Continuity with Different Hand Representations Influence on User Perceptions and Task Performance | ||
| Saturday 30 July 2022 | Session 5.2: Innovations in Human-centric AI and Systems Interaction | 15:30 | 15:48 | HSI22-000023 | Effect of Embodiment and Improving Japanese Students` English Pronunciation and Prosody with Humanoid Robot |
| 15:48 | 16:06 | HSI22-000073 | User Expectations Regarding Design Dimensions of Adapative Assistance Systems | ||
| 16:06 | 16:24 | HSI22-000068 | What Design Choices are Effective in Inducing Fear and Tension in First-Person PC Horror Games? | ||
| 16:24 | 16:42 | HSI22-000061 | Comparative Modern Retail Landscapes of Thai Retail Format Types: Omni-Channel and Value Proposition Perspectives | ||
| 16:42 | 17:00 | HSI22-000017 | Interactive Painting Volumetric Cloud Scenes with Simple Sketches Based on Deep Learning | ||
| 17:00 | 17:18 | HSI22-000006 | Study on the influence of Font Type on the Aesthetics Evaluation of Food Packaging | ||
| Sunday 31 July 2022 | Session 6.1: Innovations in Healthcare and Human Emotions | 11:00 | 11:18 | HSI22-000007 | Psychosocial Demands and the Acceptance of Mental Health Risk Monitoring Systems at Work |
| 11:18 | 11:36 | HSI22-000101 | An Artificial Intelligence Framework for the detection of Emotion Transitions in Telehealth Services | ||
| 11:36 | 11:54 | HSI22-000022 | ScSer: Supervised Contrastive Learning for Speech Emotion Recognition using Transformers | ||
| 11:54 | 12:12 | HSI22-000002 | Investigating COVID-19 Vaccine Messaging in Online Social Networks using Artificial Intelligence | ||
| 12:12 | 12:30 | HSI22-000004 | A BERT-Based Idiom detection Model | ||
| 12:30 | 12:48 | HSI22-000049 | Sperm segmentation and abnormalities detection during the ICSI procedure using machine learning algorithms | ||
| Sunday 31 July 2022 | Session 6.2: Emerging Technologies in Human System Interaction | 11:00 | 11:18 | HSI22-000039 | A survey on Automation Technologies used in Network Control and Management |
| 11:18 | 11:36 | HSI22-000094 | Programmable smart articulated Interface | ||
| 11:36 | 11:54 | HSI22-000054 | Microtransactions in VR. a qualitative Comparison Between Voice User Interface and graphical User Interface | ||
| 11:54 | 12:12 | HSI22-000027 | Communication Efficient Federated Learning Framework with Local Momentum | ||
| 12:12 | 12:30 | HSI22-000042 | A Comparison of Time-Frequency Distributions for Deep learning-Based Speech Assessment of Aphasic Patients | ||
| 12:30 | 12:48 | HSI22-000088 | Evaluating the Adversarial Robustness of Text Classifiers in Hyperdimensional Computing |