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Unified Learning Approach for Egocentric Hand Gesture Recognition and Fingertip Detection
Mohammad Mahmudul Alam, Mohammad Tariqul Islam, S. M. Mahbubur Rahman
Head-mounted device-based human-computer interaction often requires egocentric recognition of hand gestures and fingertips detection. In this paper, a unified approach of egocentri…
CNN-Based Prediction of Frame-Level Shot Importance for Video Summarization
Mohaiminul Al Nahian, A. S. M. Iftekhar, Mohammad Tariqul Islam +2
In the Internet, ubiquitous presence of redundant, unedited, raw videos has made video summarization an important problem. Traditional methods of video summarization employ a heuri…
Statistical Selection of CNN-Based Audiovisual Features for Instantaneous Estimation of Human Emotional States
Ramesh Basnet, Mohammad Tariqul Islam, Tamanna Howlader +2
Automatic prediction of continuous-level emotional state requires selection of suitable affective features to develop a regression system based on supervised machine learning. This…