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Understanding Traffic Density from Large-Scale Web Camera Data

17 March 2017

Shanghang Zhang

Papers citing "Understanding Traffic Density from Large-Scale Web Camera Data"

41 / 41 papers shown

Title
Context Enhanced Transformer for Single Image Object Detection Seungjun An Seonghoon Park Gyeongnyeon Kim Jeongyeol Baek Byeongwon Lee Seungryong Kim ViT 76 4 0 22 Dec 2023
STEF-DHNet: Spatiotemporal External Factors Based Deep Hybrid Network for Enhanced Long-Term Taxi Demand Prediction Sheraz Hassan Muhammad Ahmad Tahir M. Uppal Zubair Khalid Ivan Gorban Selim Turki 101 1 0 26 Jun 2023
Deep Anti-Regularized Ensembles provide reliable out-of-distribution uncertainty quantification Antoine de Mathelin Francois Deheeger Mathilde Mougeot Nicolas Vayatis OOD UQCV 68 3 0 08 Apr 2023
Context Understanding in Computer Vision: A Survey Xuan Wang Zhigang Zhu 98 51 0 10 Feb 2023
A Unified Object Counting Network with Object Occupation Prior Shengqin Jiang Qing Wang Fengna Cheng Yuankai Qi Qingshan Liu 81 7 0 29 Dec 2022
TrafficCAM: A Versatile Dataset for Traffic Flow Segmentation Zhongying Deng Yanqi Chen Lihao Liu Shujun Wang Rihuan Ke Carola-Bibiane Schonlieb Angelica I Aviles-Rivero 77 3 0 17 Nov 2022
MAFNet: A Multi-Attention Fusion Network for RGB-T Crowd Counting Pengyu Chen Junyuan Gao Yuan. Yuan Qi. Wang 71 6 0 14 Aug 2022
Applications of Deep Learning in Fish Habitat Monitoring: A Tutorial and Survey Alzayat Saleh M. Sheaves D. Jerry M. R. Azghadi 58 46 0 11 Jun 2022
Learning Unbiased Transferability for Domain Adaptation by Uncertainty Modeling Jian Hu Haowen Zhong Junchi Yan S. Gong Guile Wu Fei Yang 41 11 0 02 Jun 2022
Peng Cheng Object Detection Benchmark for Smart City Yaowei Wang Zhouxin Yang R. Liu Deng Li Yuandu Lai Leyuan Fang Yahong Han ObjD 3DPC 25 1 0 11 Mar 2022
Turning Traffic Monitoring Cameras into Intelligent Sensors for Traffic Density Estimation Zijian Hu W. Lam S. Wong A. Chow Wei-Ying Ma 76 6 0 29 Oct 2021
Identifying High Accuracy Regions in Traffic Camera Images to Enhance the Estimation of Road Traffic Metrics: A Quadtree-Based Method Yue Lin N. Xiao 21 4 0 26 Jun 2021
Multi-Camera Vehicle Counting Using Edge-AI Luca Ciampi Claudio Gennaro F. Carrara Fabrizio Falchi Claudio Vairo Giuseppe Amato 48 21 0 05 Jun 2021
Monocular 3D Vehicle Detection Using Uncalibrated Traffic Cameras through Homography Minghan Zhu Songan Zhang Yuanxin Zhong Pingping Lu H. Peng John K. Lenneman 127 26 0 29 Mar 2021
Non-approximate Inference for Collective Graphical Models on Path Graphs via Discrete Difference of Convex Algorithm Yasunori Akagi Naoki Marumo Hideaki Kim Takeshi Kurashima Hiroyuki Toda 23 1 0 18 Feb 2021
Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting Lingbo Liu Jiaqi Chen Hefeng Wu Guanbin Li Chenglong Li Liang Lin 111 113 0 08 Dec 2020
PSGCNet: A Pyramidal Scale and Global Context Guided Network for Dense Object Counting in Remote Sensing Images Guangshuai Gao Qingjie Liu Zhenghui Hu Lu Li Qi Wen Yunhong Wang 105 32 0 07 Dec 2020
Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation Yue Liu Yezhen Wang Shanghang Zhang Dongsheng Li Trevor Darrell Kurt Keutzer Han Zhao OOD 69 96 0 09 Oct 2020
Defining Traffic States using Spatio-temporal Traffic Graphs Debaditya Roy K. N. Kumar C.Krishna Mohan 45 32 0 27 Jul 2020
Adversarial Weighting for Domain Adaptation in Regression Antoine de Mathelin Guillaume Richard Francois Deheeger Mathilde Mougeot Nicolas Vayatis OOD 106 45 0 15 Jun 2020
Interlayer and Intralayer Scale Aggregation for Scale-invariant Crowd Counting Mingjie Wang Hao Cai Jun Zhou Minglun Gong 76 20 0 25 May 2020
Unsupervised Vehicle Counting via Multiple Camera Domain Adaptation Luca Ciampi Carlos Santiago João Paulo Costeira Claudio Gennaro Giuseppe Amato 54 8 0 20 Apr 2020
CNN-based Density Estimation and Crowd Counting: A Survey Guangshuai Gao Junyu Gao Qingjie Liu Qi. Wang Yunhong Wang 112 155 0 28 Mar 2020
Multi-source Domain Adaptation in the Deep Learning Era: A Systematic Survey Sicheng Zhao Yue Liu Colorado Reed Pengfei Xu Kurt Keutzer 86 106 0 26 Feb 2020
From Data to Actions in Intelligent Transportation Systems: a Prescription of Functional Requirements for Model Actionability I. Laña J. S. Medina E. Vlahogianni Javier Del Ser 100 52 0 06 Feb 2020
Context R-CNN: Long Term Temporal Context for Per-Camera Object Detection Sara Beery Guanhang Wu V. Rathod Ronny Votel Jonathan Huang ObjD 109 116 0 07 Dec 2019
Pose Guided Attention for Multi-label Fashion Image Classification Beatriz Quintino Ferreira João Paulo Costeira R. Sousa Liangyan Gui J. P. Gomes 38 22 0 12 Nov 2019
Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting Vishwanath A. Sindagi Vishal M. Patel 88 176 0 28 Aug 2019
Crowd Counting with Deep Structured Scale Integration Network Lingbo Liu Zhilin Qiu Guanbin Li Shufan Liu Wanli Ouyang Liang Lin 65 235 0 23 Aug 2019
Perception of visual numerosity in humans and machines Alberto Testolin S. Dolfi Mathijs Rochus Marco Zorzi 40 2 0 16 Jul 2019
Providentia -- A Large-Scale Sensor System for the Assistance of Autonomous Vehicles and Its Evaluation Annkathrin Krämmer Christoph Schöller Dhiraj Gulati Venkatnarayanan Lakshminarasimhan F. Kurz D. Rosenbaum Claus Lenz Alois C. Knoll 135 44 0 16 Jun 2019
Semantic Analysis of Traffic Camera Data: Topic Signal Extraction and Anomalous Event Detection Jeffrey Liu A. Weinert Saurabh Amin 129 1 0 17 May 2019
Towards Locally Consistent Object Counting with Constrained Multi-stage Convolutional Neural Networks Muming Zhao Jian Zhang Chongyang Zhang Wenjun Zhang 25 9 0 06 Apr 2019
Counting with Focus for Free Zenglin Shi Pascal Mettes Cees G. M. Snoek 3DV 3DPC 71 109 0 28 Mar 2019
Anomaly Detection in Road Traffic Using Visual Surveillance: A Survey Santhosh Kelathodi Kumaran D. P. Dogra P. Roy 81 138 0 24 Jan 2019
Where are the Blobs: Counting by Localization with Point Supervision I. Laradji Negar Rostamzadeh Pedro H. O. Pinheiro David Vazquez Mark Schmidt 71 199 0 25 Jul 2018
Learning Short-Cut Connections for Object Counting Daniel Oñoro-Rubio Mathias Niepert Roberto J. López-Sastre 74 11 0 08 May 2018
Generating High-Quality Crowd Density Maps using Contextual Pyramid CNNs Vishwanath A. Sindagi Vishal M. Patel 94 623 0 02 Aug 2017
FCN-rLSTM: Deep Spatio-Temporal Neural Networks for Vehicle Counting in City Cameras Shanghang Zhang Guanhang Wu João Paulo Costeira José M. F. Moura AI4TS 97 202 0 29 Jul 2017
Spatiotemporal Modeling for Crowd Counting in Videos Feng Xiong Xingjian Shi Dit-Yan Yeung 83 184 0 25 Jul 2017
Multiple Source Domain Adaptation with Adversarial Training of Neural Networks Haiying Zhao Shanghang Zhang Guanhang Wu João Paulo Costeira José M. F. Moura Geoffrey J. Gordon OOD 69 40 0 26 May 2017