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Locate, Size and Count: Accurately Resolving People in Dense Crowds via Detection

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019

18 June 2019

Deepak Babu Sam

Skand Peri

Mukuntha Narayanan Sundararaman

Amogh Kamath

R. Venkatesh Babu

ArXiv (abs)PDF HTML Github (212★)

Papers citing "Locate, Size and Count: Accurately Resolving People in Dense Crowds via Detection"

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Title
Spatial Uncertainty-Aware Semi-Supervised Crowd CountingIEEE International Conference on Computer Vision (ICCV), 2021 Y. Meng Hongrun Zhang Yitian Zhao Xiaoyun Yang Xuesheng Qian Xiaowei Huang Yalin Zheng OT 208 100 0 28 Jul 2021
Rethinking Counting and Localization in Crowds:A Purely Point-Based FrameworkIEEE International Conference on Computer Vision (ICCV), 2021 Qingyu Song Changan Wang Zhengkai Jiang Yabiao Wang Ying Tai Chengjie Wang Jilin Li Feiyue Huang Yang Wu 250 335 0 27 Jul 2021
Video Crowd Localization with Multi-focus Gaussian Neighborhood Attention and a Large-Scale BenchmarkIEEE Transactions on Image Processing (TIP), 2021 Haopeng Li Lingbo Liu Kunlin Yang Shinan Liu Junyuan Gao Bin Zhao Rui Zhang Jun Hou 374 21 0 19 Jul 2021
Crowd Counting via Perspective-Guided Fractional-Dilation ConvolutionIEEE transactions on multimedia (IEEE Trans. Multimedia), 2021 Zhaoyi Yan Ruimao Zhang Hongzhi Zhang Qingfu Zhang W. Zuo 152 51 0 08 Jul 2021
Data Poisoning Won't Save You From Facial RecognitionInternational Conference on Learning Representations (ICLR), 2021 Evani Radiya-Dixit Sanghyun Hong Nicholas Carlini Florian Tramèr AAML PICV 236 64 0 28 Jun 2021
Region-Aware Network: Model Human's Top-Down Visual Perception Mechanism for Crowd Counting Yuehai Chen Jing Yang Dong Zhang Kun Zhang Badong Chen S. Du 147 20 0 23 Jun 2021
Dense Point Prediction: A Simple Baseline for Crowd Counting and Localization Yi Wang Xinyu Hou Lap-Pui Chau 3DPC 195 27 0 26 Apr 2021
Leveraging Self-Supervision for Cross-Domain Crowd CountingComputer Vision and Pattern Recognition (CVPR), 2021 Weizhe Liu Nikita Durasov Pascal Fua 217 48 0 30 Mar 2021
RCT: Resource Constrained Training for Edge AIIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 Tian Huang Yaoyu Zhang Ming Yan Qiufeng Wang Rick Siow Mong Goh 267 11 0 26 Mar 2021
Tracking Pedestrian Heads in Dense CrowdComputer Vision and Pattern Recognition (CVPR), 2021 Ramanathan Sundararaman Cédric Braga É. Marchand J. Pettré VOT 206 90 0 24 Mar 2021
Focal Inverse Distance Transform Maps for Crowd LocalizationIEEE transactions on multimedia (IEEE Trans. Multimedia), 2021 Dingkang Liang Wei Xu Yingying Zhu Yu Zhou 187 153 0 16 Feb 2021
Spatiotemporal Dilated Convolution with Uncertain Matching for Video-based Crowd EstimationIEEE transactions on multimedia (IEEE Trans. Multimedia), 2021 Yu-Jen Ma Hong-Han Shuai Wen-Huang Cheng 151 54 0 29 Jan 2021
A Survey on Deep Learning-based Single Image Crowd Counting: Network Design, Loss Function and Supervisory SignalNeurocomputing (Neurocomputing), 2020 Haoyue Bai Jiageng Mao Shueng-Han Gary Chan 365 27 0 31 Dec 2020
Localization in the Crowd with Topological ConstraintsAAAI Conference on Artificial Intelligence (AAAI), 2020 Shahira Abousamra Minh Hoai Dimitris Samaras Chao Chen 204 151 0 23 Dec 2020
Learning Independent Instance Maps for Crowd Localization Junyu Gao Tao Han Qi. Wang Yuan. Yuan Xuelong Li 341 48 0 08 Dec 2020
Counting People by Estimating People FlowsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Weizhe Liu Mathieu Salzmann Pascal Fua 3DH 359 39 0 01 Dec 2020
Multi-Modal Super Resolution for Dense Microscopic Particle Size Estimation Sarvesh Patil Chava Y P D Phani Rajanish N. Margankunte MedIm 102 0 0 19 Oct 2020
Completely Self-Supervised Crowd Counting via Distribution MatchingEuropean Conference on Computer Vision (ECCV), 2020 Deepak Babu Sam Abhinav Agarwalla Jimmy Joseph Vishwanath A. Sindagi R. Venkatesh Babu Vishal M. Patel SSL 180 38 0 14 Sep 2020
A Self-Training Approach for Point-Supervised Object Detection and Counting in CrowdsIEEE Transactions on Image Processing (TIP), 2020 Yi Wang Xianqiang Lyu Xinyu Hou Lap-Pui Chau 3DPC 258 107 0 25 Jul 2020
Learning to Count in the Crowd from Limited Labeled Data Vishwanath A. Sindagi R. Yasarla Deepak Sam Babu R. Venkatesh Babu Vishal M. Patel 239 77 0 07 Jul 2020
A Few-Shot Sequential Approach for Object Counting Negin Sokhandan Pegah Kamousi Alejandro Posada Eniola Alese Negar Rostamzadeh 173 3 0 03 Jul 2020
JHU-CROWD++: Large-Scale Crowd Counting Dataset and A Benchmark MethodIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Vishwanath A. Sindagi R. Yasarla Vishal M. Patel 317 277 0 07 Apr 2020
CNN-based Density Estimation and Crowd Counting: A Survey Guangshuai Gao Junyu Gao Qingjie Liu Qi. Wang Yunhong Wang 190 171 0 28 Mar 2020
Towards Using Count-level Weak Supervision for Crowd CountingPattern Recognition (Pattern Recognit.), 2020 Yinjie Lei Yan Liu Silong Yong Lingqiao Liu 224 104 0 29 Feb 2020
AutoScale: Learning to Scale for Crowd Counting and LocalizationInternational Journal of Computer Vision (IJCV), 2019 Chenfeng Xu Dingkang Liang Yongchao Xu S. Bai Wei Zhan X. Bai Masayoshi Tomizuka 297 122 0 20 Dec 2019