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06/07/2021
How to Design a Three-Stage Architecture for Audio-Visual Active Speaker Detection in the Wild
Successful active speaker detection requires a three-stage pipeline: (i)...
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02/24/2021
Deep Compact Polyhedral Conic Classifier for Open and Closed Set Recognition
In this paper, we propose a new deep neural network classifier that simu...
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11/18/2020
TRAT: Tracking by Attention Using Spatio-Temporal Features
Robust object tracking requires knowledge of tracked objects' appearance...
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09/30/2020
Driver Anomaly Detection: A Dataset and Contrastive Learning Approach
Distracted drivers are more likely to fail to anticipate hazards, which ...
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09/30/2020
Dissected 3D CNNs: Temporal Skip Connections for Efficient Online Video Processing
Convolutional Neural Networks with 3D kernels (3D CNNs) currently achiev...
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03/02/2020
DriverMHG: A Multi-Modal Dataset for Dynamic Recognition of Driver Micro Hand Gestures and a Real-Time Recognition Framework
The use of hand gestures provides a natural alternative to cumbersome in...
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12/10/2019
Deep Attention Based Semi-Supervised 2D-Pose Estimation for Surgical Instruments
For many practical problems and applications, it is not feasible to crea...
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11/20/2019
Unsupervised Monocular Depth Prediction for Indoor Continuous Video Streams
This paper studies unsupervised monocular depth prediction problem. Most...
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11/15/2019
You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization
Spatiotemporal action localization requires incorporation of two sources...
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09/11/2019
Comparative Analysis of CNN-based Spatiotemporal Reasoning in Videos
Understanding actions and gestures in video streams requires temporal re...
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07/18/2019
Real-Time Driver State Monitoring Using a CNN Based Spatio-Temporal Approach
Many road accidents occur due to distracted drivers. Today, driver monit...
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05/10/2019
Talking with Your Hands: Scaling Hand Gestures and Recognition with CNNs
The use of hand gestures provides a natural alternative to cumbersome in...
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04/04/2019
Resource Efficient 3D Convolutional Neural Networks
Recently, convolutional neural networks with 3D kernels (3D CNNs) have b...
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01/29/2019
Real-time Hand Gesture Detection and Classification Using Convolutional Neural Networks
Real-time recognition of dynamic hand gestures from video streams is a c...
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01/28/2019
Convolutional Neural Networks with Layer Reuse
A convolutional layer in a Convolutional Neural Network (CNN) consists o...
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04/19/2018