LDC-Net: A Unified Framework for Localization, Detection and Counting in Dense Crowds

10 October 2021

Xuelong Li

Papers citing "LDC-Net: A Unified Framework for Localization, Detection and Counting in Dense Crowds"

39 / 39 papers shown

Title
Focal Inverse Distance Transform Maps for Crowd Localization Dingkang Liang Wei Xu Yingying Zhu Yu Zhou 72 122 0 16 Feb 2021
Localization in the Crowd with Topological Constraints Shahira Abousamra Minh Hoai Dimitris Samaras Chao Chen 68 136 0 23 Dec 2020
Learning Independent Instance Maps for Crowd Localization Junyu Gao Tao Han Qi. Wang Yuan. Yuan Xuelong Li 86 43 0 08 Dec 2020
Distribution Matching for Crowd Counting Boyu Wang Huidong Liu Dimitris Samaras Minh Hoai OT 74 288 0 28 Sep 2020
A Self-Training Approach for Point-Supervised Object Detection and Counting in Crowds Yi Wang Junhui Hou Xinyu Hou Lap-Pui Chau 3DPC 76 90 0 25 Jul 2020
Adaptive Mixture Regression Network with Local Counting Map for Crowd Counting Xiyang Liu Jie Yang Wenrui Ding 62 113 0 12 May 2020
JHU-CROWD++: Large-Scale Crowd Counting Dataset and A Benchmark Method Vishwanath A. Sindagi R. Yasarla Vishal M. Patel 68 227 0 07 Apr 2020
NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting and Localization Qi. Wang Junyu Gao Wei Lin Xuelong Li 97 390 0 10 Jan 2020
Pushing the Frontiers of Unconstrained Crowd Counting: New Dataset and Benchmark Method Vishwanath A. Sindagi R. Yasarla Vishal M. Patel 56 89 0 28 Oct 2019
Learning Spatial Awareness to Improve Crowd Counting Zhi-Qi Cheng Jun-Xiu Li Qi Dai Xiao-Jun Wu Alexander G. Hauptmann 3DPC 54 130 0 16 Sep 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 391 3,614 0 20 Aug 2019
Bayesian Loss for Crowd Count Estimation with Point Supervision Zhiheng Ma Xing Wei Xiaopeng Hong Yihong Gong 3DPC 128 491 0 10 Aug 2019
Locality-constrained Spatial Transformer Network for Video Crowd Counting Yanyan Fang Bi-Sheng Zhan Wandi Cai Shenghua Gao Bo Hu ViT 71 104 0 18 Jul 2019
C^3 Framework: An Open-source PyTorch Code for Crowd Counting Junyu Gao Wei Lin Bingyan Zhao Dong Wang Chenyu Gao Jun Wen 84 87 0 05 Jul 2019
Locate, Size and Count: Accurately Resolving People in Dense Crowds via Detection Deepak Babu Sam Skand Peri Mukuntha Narayanan Sundararaman Amogh Kamath R. Venkatesh Babu 77 229 0 18 Jun 2019
RetinaFace: Single-stage Dense Face Localisation in the Wild Jiankang Deng Jiaxin Guo Yuxiang Zhou Jinke Yu I. Kotsia Stefanos Zafeiriou CVBM 3DH 89 593 0 02 May 2019
Objects as Points Xingyi Zhou Dequan Wang Philipp Krahenbuhl 3DPC 110 3,257 0 16 Apr 2019
Point in, Box out: Beyond Counting Persons in Crowds Yuting Liu Miaojing Shi Qijun Zhao Xiaofang Wang 3DPC 61 192 0 02 Apr 2019
PyramidBox++: High Performance Detector for Finding Tiny Face Zhihang Li Xu Tang Junyu Han Jingtuo Liu Ran He ObjD CVBM 120 45 0 31 Mar 2019
DSFD: Dual Shot Face Detector Jian Li Yabiao Wang Changan Wang Ying Tai J. Qian Jian Yang Chengjie Wang Jilin Li Feiyue Huang CVBM 83 414 0 24 Oct 2018
Composition Loss for Counting, Density Map Estimation and Localization in Dense Crowds Haroon Idrees Muhmmad Tayyab Kishan Athrey Dong Zhang S. Al-Maadeed Nasir M. Rajpoot M. Shah 80 679 0 02 Aug 2018
Where are the Blobs: Counting by Localization with Point Supervision I. Laradji Negar Rostamzadeh Pedro H. O. Pinheiro David Vazquez Mark Schmidt 58 199 0 25 Jul 2018
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes Yuhong Li Xiaofan Zhang Deming Chen 140 1,340 0 27 Feb 2018
SSH: Single Stage Headless Face Detector Mahyar Najibi Pouya Samangouei Rama Chellappa L. Davis CVBM PICV 75 422 0 14 Aug 2017
Switching Convolutional Neural Network for Crowd Counting Deepak Babu Sam Shiv Surya R. Venkatesh Babu 85 889 0 01 Aug 2017
To Boost or Not to Boost? On the Limits of Boosted Trees for Object Detection Eshed Ohn-Bar Mohan M. Trivedi 54 127 0 06 Jan 2017
Finding Tiny Faces Peiyun Hu Deva Ramanan CVBM ObjD 67 743 0 13 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 477 22,108 0 09 Dec 2016
Context-aware CNNs for person head detection Tuan-Hung Vu A. Osokin Ivan Laptev 64 137 0 24 Nov 2015
WIDER FACE: A Face Detection Benchmark Shuo Yang Ping Luo Chen Change Loy Xiaoou Tang CVBM 99 1,593 0 20 Nov 2015
From Facial Parts Responses to Face Detection: A Deep Learning Approach Shuo Yang Ping Luo Chen Change Loy Xiaoou Tang CVBM 76 570 0 22 Sep 2015
End-to-end people detection in crowded scenes Russell Stewart Mykhaylo Andriluka 73 544 0 16 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 520 62,294 0 04 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Fully Convolutional Neural Networks for Crowd Segmentation Kai Kang Xiaogang Wang SSeg 64 129 0 17 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.6K 100,386 0 04 Sep 2014
Aggregate channel features for multi-view face detection Binh Yang Junjie Yan Zhen Lei Stan Z. Li 3DH CVBM 84 315 0 15 Jul 2014
OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks P. Sermanet David Eigen Xiang Zhang Michaël Mathieu Rob Fergus Yann LeCun ObjD 153 5,007 0 21 Dec 2013
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 289 26,193 0 11 Nov 2013