Paper-Conference

Use of Machine Learning by Non-Expert DHH People: Technological Understanding and Sound Perception
Recent advances in machine learning demonstrated its potential in accessibility applications. However, recognition models and their …
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Use of Machine Learning by Non-Expert DHH People: Technological Understanding and Sound Perception
Learning-based Region Selection for End-to-End Gaze Estimation
Traditionally, appearance-based gaze estimation methods use statically defined face regions as input to the gaze estimator, such as eye …
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Learning-based Region Selection for End-to-End Gaze Estimation
Generalizing Hand Segmentation in Egocentric Videos With Uncertainty-Guided Model Adaptation
Although the performance of hand segmentation in egocentric videos has been significantly improved by using CNNs, it still remains a …
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Generalizing Hand Segmentation in Egocentric Videos With Uncertainty-Guided Model Adaptation
Improving Action Segmentation via Graph Based Temporal Reasoning
Temporal relations among multiple action segments play an important role in action segmentation especially when observations are …
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Improving Action Segmentation via Graph Based Temporal Reasoning
Support Strategies for Remote Guides in Assisting People with Visual Impairments for Effective Indoor Navigation
People with visual impairments often require mobility assistance of sighted guides but they are not always available. Recent …
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Support Strategies for Remote Guides in Assisting People with Visual Impairments for Effective Indoor Navigation
Investigating audio data visualization for interactive sound recognition
Interactive machine learning techniques have a great potential to personalize media recognition models for each individual user by …
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Investigating audio data visualization for interactive sound recognition
Manipulation-Skill Assessment from Videos with Spatial Attention Network
Recent advances in computer vision have made it possible to automatically assess from videos the manipulation skills of humans in …
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Manipulation-Skill Assessment from Videos with Spatial Attention Network
BBeep: A Sonic Collision Avoidance System for Blind Travellers and Nearby Pedestrians
We present an assistive suitcase system, BBeep, for supporting blind people when walking through crowded environments. BBeep uses …
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BBeep: A Sonic Collision Avoidance System for Blind Travellers and Nearby Pedestrians
Evaluation of Appearance-Based Methods and Implications for Gaze-Based Applications
Appearance-based gaze estimation methods that only require an off-the-shelf camera have significantly improved but they are still not …
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Evaluation of Appearance-Based Methods and Implications for Gaze-Based Applications
Assisting group activity analysis through hand detection and identification in multiple egocentric videos
Research in group activity analysis has put attention to monitor the work and evaluate group and individual performance, which can be …
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Assisting group activity analysis through hand detection and identification in multiple egocentric videos