Enhancing Cross-Dataset Performance of Distracted Driving Detection With Score Softmax Classifier And Dynamic Gaussian Smoothing Supervision

v1v2v3v4 (latest)

Enhancing Cross-Dataset Performance of Distracted Driving Detection With Score Softmax Classifier And Dynamic Gaussian Smoothing Supervision

8 October 2023

ArXiv (abs)PDF HTML

Papers citing "Enhancing Cross-Dataset Performance of Distracted Driving Detection With Score Softmax Classifier And Dynamic Gaussian Smoothing Supervision"

12 / 12 papers shown

Title
Cross-Camera Distracted Driver Classification through Feature Disentanglement and Contrastive Learning Simone Bianco Luigi Celona Paolo Napoletano 115 0 0 20 Nov 2024
Toward Extremely Lightweight Distracted Driver Recognition With Distillation-Based Neural Architecture Search and Knowledge Transfer Dichao Liu T. Yamasaki Yu Wang K. Mase Jien Kato 92 28 0 09 Feb 2023
A Comparative Analysis of Decision-Level Fusion for Multimodal Driver Behaviour Understanding Alina Roitberg Kunyu Peng Zdravko Marinov C. Seibold David Schneider Rainer Stiefelhagen 110 19 0 10 Apr 2022
TransDARC: Transformer-based Driver Activity Recognition with Latent Space Feature Calibration Kunyu Peng Alina Roitberg Kailun Yang Jiaming Zhang Rainer Stiefelhagen ViT 85 34 0 02 Mar 2022
Attend and Guide (AG-Net): A Keypoints-driven Attention-based Deep Network for Image Recognition Asish Bera Zachary Wharton Yonghuai Liu Nikolaos Bessis Ardhendu Behera 93 43 0 23 Oct 2021
Free Lunch for Few-shot Learning: Distribution Calibration Shuo Yang Lu Liu Min Xu OODD 310 331 0 16 Jan 2021
Real-Time Driver State Monitoring Using a CNN Based Spatio-Temporal Approach Neslihan Köse Okan Kopuklu A. Unnervik Gerhard Rigoll 67 40 0 18 Jul 2019
When Does Label Smoothing Help? Rafael Müller Simon Kornblith Geoffrey E. Hinton UQCV 246 1,962 0 06 Jun 2019
Driver Distraction Identification with an Ensemble of Convolutional Neural Networks Hesham M. Eraqi Yehya Abouelnaga M. H. Saad Mohamed Moustafa 70 235 0 22 Jan 2019
Real-time Distracted Driver Posture Classification Yehya Abouelnaga Hesham M. Eraqi Mohamed Moustafa 53 206 0 28 Jun 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 631 20,290 0 07 Oct 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.5K 150,700 0 22 Dec 2014

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.