CNN-based Density Estimation and Crowd Counting: A Survey

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"

17 / 117 papers shown

Title
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.3K 192,638 0 10 Dec 2015
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 138 29,646 0 08 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 433 27,231 0 02 Dec 2015
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 180 8,421 0 23 Nov 2015
WIDER FACE: A Face Detection Benchmark Shuo Yang Ping Luo Chen Change Loy Xiaoou Tang CVBM 71 1,589 0 20 Nov 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 543 36,643 0 08 Jun 2015
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 257 7,361 0 05 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 396 61,900 0 04 Jun 2015
Robust Optimization for Deep Regression Vasileios Belagiannis Christian Rupprecht G. Carneiro Nassir Navab 3DH 97 180 0 25 May 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.1K 76,547 0 18 May 2015
Fast R-CNN Ross B. Girshick ObjD 275 24,933 0 30 Apr 2015
Crowded Scene Analysis: A Survey Teng Li Huan Chang Meng Wang Bingbing Ni Richang Hong Shuicheng Yan 3DV 43 464 0 06 Feb 2015
Crowd Saliency Detection via Global Similarity Structure Mei Kuan Lim Ven Jyn Kok Chen Change Loy Chee Seng Chan 29 43 0 14 Oct 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 289 43,511 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 860 99,991 0 04 Sep 2014
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun ObjD 246 11,183 0 18 Jun 2014
Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials Philipp Krahenbuhl V. Koltun 92 3,445 0 20 Oct 2012