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09/14/2023
BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture
This paper introduces the Budding Ensemble Architecture (BEA), a novel r...
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12/09/2022
Reliable Multimodal Trajectory Prediction via Error Aligned Uncertainty Optimization
Reliable uncertainty quantification in deep neural networks is very cruc...
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08/27/2020
DMD: A Large-Scale Multi-Modal Driver Monitoring Dataset for Attention and Alertness Analysis
Vision is the richest and most cost-effective technology for Driver Moni...
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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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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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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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04/19/2018