CNN-based Density Estimation and Crowd Counting: A Survey

28 March 2020

Qingjie Liu

Yunhong Wang

Papers citing "CNN-based Density Estimation and Crowd Counting: A Survey"

50 / 117 papers shown

Title
Generalizing semi-supervised generative adversarial networks to regression using feature contrasting Yifan Wang Zhigang Zhu Hao Tang GAN 26 58 0 27 Nov 2018
Context-Aware Crowd Counting Weizhe Liu Mathieu Salzmann Pascal Fua 3DV HAI 45 576 0 26 Nov 2018
Optical Flow Dataset and Benchmark for Visual Crowd Analysis Gregory Schröder T. Senst Erik Bochinski T. Sikora 31 28 0 17 Nov 2018
PaDNet: Pan-Density Crowd Counting Yukun Tian Yiming Lei Junping Zhang Ming Wang 40 102 0 07 Nov 2018
Class-Agnostic Counting Erika Lu Weidi Xie Andrew Zisserman 28 143 0 01 Nov 2018
In Defense of Single-column Networks for Crowd Counting Ze Wang Zehao Xiao Kai Xie Qiang Qiu Xiantong Zhen Xianbin Cao 41 42 0 18 Aug 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 53 675 0 02 Aug 2018
Divide and Grow: Capturing Huge Diversity in Crowd Images with Incrementally Growing CNN Deepak Babu Sam Neeraj N. Sajjan R. Venkatesh Babu 30 219 0 26 Jul 2018
Iterative Crowd Counting Viresh Ranjan Hieu M. Le Minh Hoai 3DV 17 274 0 26 Jul 2018
Where are the Blobs: Counting by Localization with Point Supervision I. Laradji Negar Rostamzadeh Pedro H. O. Pinheiro David Vazquez Mark Schmidt 39 195 0 25 Jul 2018
Top-Down Feedback for Crowd Counting Convolutional Neural Network Deepak Babu Sam R. Venkatesh Babu 26 144 0 24 Jul 2018
Crowd Counting using Deep Recurrent Spatial-Aware Network Lingbo Liu Hongjun Wang Guanbin Li Wanli Ouyang Liang Lin HAI 38 190 0 02 Jul 2018
Crowd Counting by Adaptively Fusing Predictions from an Image Pyramid Di Kang Antoni B. Chan 22 107 0 16 May 2018
A Deeply-Recursive Convolutional Network for Crowd Counting Xinghao Ding Zhirui Lin Fujin He Yu Wang Yue Huang 25 51 0 15 May 2018
Vision Meets Drones: A Challenge Peng Fei Zhu Longyin Wen Xiao Bian Haibin Ling Q. Hu 39 398 0 20 Apr 2018
Leveraging Unlabeled Data for Crowd Counting by Learning to Rank Xialei Liu Joost van de Weijer Andrew D. Bagdanov SSL 36 287 0 08 Mar 2018
Depth Information Guided Crowd Counting for Complex Crowd Scenes Mingliang Xu Zhaoyang Ge Xiaoheng Jiang Gaoge Cui Pei Lv Bing Zhou Changsheng Xu 27 67 0 03 Mar 2018
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes Yuhong Li Xiaofan Zhang Deming Chen 112 1,325 0 27 Feb 2018
DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation Jiang-Dong Liu Chenqiang Gao Deyu Meng Alexander G. Hauptmann 38 346 0 18 Dec 2017
Attentive Generative Adversarial Network for Raindrop Removal from a Single Image Rui Qian R. Tan Wenhan Yang Jiajun Su Jiaying Liu GAN 65 631 0 28 Nov 2017
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 196 8,867 0 21 Nov 2017
People, Penguins and Petri Dishes: Adapting Object Counting Models To New Visual Domains And Object Types Without Forgetting Mark A Marsden Kevin McGuinness Suzanne Little Ciara E. Keogh Noel E. O'Connor 38 85 0 15 Nov 2017
Crowd counting via scale-adaptive convolutional neural network Lu Zhang Miaojing Shi Qiaobo Chen 21 242 0 13 Nov 2017
Multi-label Image Recognition by Recurrently Discovering Attentional Regions Zhouxia Wang Tianshui Chen Guanbin Li Ruijia Xu Liang Lin 51 290 0 08 Nov 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 319 26,241 0 05 Sep 2017
Leaf Counting with Deep Convolutional and Deconvolutional Networks Shubhra Aich Ian Stavness 33 155 0 24 Aug 2017
Generating High-Quality Crowd Density Maps using Contextual Pyramid CNNs Vishwanath A. Sindagi Vishal M. Patel 56 621 0 02 Aug 2017
Switching Convolutional Neural Network for Crowd Counting Deepak Babu Sam Shiv Surya R. Venkatesh Babu 62 885 0 01 Aug 2017
CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd Counting Vishwanath A. Sindagi Vishal M. Patel 43 504 0 30 Jul 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 49 202 0 29 Jul 2017
Spatiotemporal Modeling for Crowd Counting in Videos Feng Xiong Xingjian Shi Dit-Yan Yeung 39 184 0 25 Jul 2017
Drone-based Object Counting by Spatially Regularized Regional Proposal Network Meng-Ru Hsieh Yen-Liang Lin Winston H. Hsu 43 414 0 19 Jul 2017
TasselNet: Counting maize tassels in the wild via local counts regression network Hao Lu Zhiguo Cao Yang Xiao Bohan Zhuang Chunhua Shen 33 217 0 07 Jul 2017
A Survey of Recent Advances in CNN-based Single Image Crowd Counting and Density Estimation Vishwanath A. Sindagi Vishal M. Patel 46 540 0 05 Jul 2017
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 148 8,425 0 17 Jun 2017
Beyond Counting: Comparisons of Density Maps for Crowd Analysis Tasks - Counting, Detection, and Tracking Di Kang Zheng Ma Antoni B. Chan 37 175 0 29 May 2017
Mixture of Counting CNNs: Adaptive Integration of CNNs Specialized to Specific Appearance for Crowd Counting Shohei Kumagai Kazuhiro Hotta Takio Kurita 45 73 0 28 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 298 27,018 0 20 Mar 2017
Deformable Convolutional Networks Jifeng Dai Haozhi Qi Yuwen Xiong Yi Li Guodong Zhang Han Hu Yichen Wei 184 5,291 0 17 Mar 2017
Understanding Traffic Density from Large-Scale Web Camera Data Shanghang Zhang Guanhang Wu João Paulo Costeira José M. F. Moura 32 134 0 17 Mar 2017
Visual Translation Embedding Network for Visual Relation Detection Hanwang Zhang Zawlin Kyaw Shih-Fu Chang Tat-Seng Chua ViT 208 560 0 27 Feb 2017
Multi-Context Attention for Human Pose Estimation Xiao Chu Wei Yang Wanli Ouyang Cheng Ma Alan Yuille Xiaogang Wang 3DH 54 641 0 24 Feb 2017
Multi-scale Convolutional Neural Networks for Crowd Counting Lingke Zeng Xiangmin Xu Bolun Cai Suo Qiu Tong Zhang 11 201 0 08 Feb 2017
Performance Measures and a Data Set for Multi-Target, Multi-Camera Tracking Ergys Ristani Francesco Solera Roger S. Zou Rita Cucchiara Carlo Tomasi 58 2,597 0 06 Sep 2016
CrowdNet: A Deep Convolutional Network for Dense Crowd Counting Lokesh Boominathan S. Kruthiventi R. Venkatesh Babu 33 550 0 22 Aug 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 168 18,136 0 02 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 289 37,704 0 20 May 2016
Crowd Counting via Weighted VLAD on Dense Attribute Feature Maps Biyun Sheng Chunhua Shen Guosheng Lin Jun Li Wankou Yang Changyin Sun 32 101 0 29 Apr 2016
Counting Everyday Objects in Everyday Scenes Prithvijit Chattopadhyay Ramakrishna Vedantam Ramprasaath R. Selvaraju Dhruv Batra Devi Parikh 45 156 0 12 Apr 2016
Recurrent Attentional Networks for Saliency Detection Jason Kuen Zhenhua Wang G. Wang 42 238 0 12 Apr 2016