CCTrans: Simplifying and Improving Crowd Counting with Transformer

29 September 2021

Papers citing "CCTrans: Simplifying and Improving Crowd Counting with Transformer"

32 / 32 papers shown

Title
Spatial Uncertainty-Aware Semi-Supervised Crowd Counting Y. Meng Hongrun Zhang Yitian Zhao Xiaoyun Yang Xuesheng Qian Xiaowei Huang Yalin Zheng OT 49 89 0 28 Jul 2021
Rethinking Counting and Localization in Crowds:A Purely Point-Based Framework Qingyu Song Changan Wang Zhengkai Jiang Yabiao Wang Ying Tai Chengjie Wang Jilin Li Feiyue Huang Yang Wu 69 263 0 27 Jul 2021
Twins: Revisiting the Design of Spatial Attention in Vision Transformers Xiangxiang Chu Zhi Tian Yuqing Wang Bo Zhang Haibing Ren Xiaolin K. Wei Huaxia Xia Chunhua Shen ViT 79 1,013 0 28 Apr 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 404 21,347 0 25 Mar 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 491 3,709 0 24 Feb 2021
Conditional Positional Encodings for Vision Transformers Xiangxiang Chu Zhi Tian Bo Zhang Xinlong Wang Chunhua Shen ViT 74 615 0 22 Feb 2021
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers Sixiao Zheng Jiachen Lu Hengshuang Zhao Xiatian Zhu Zekun Luo ... Yanwei Fu Jianfeng Feng Tao Xiang Philip Torr Li Zhang ViT 176 2,893 0 31 Dec 2020
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 347 6,731 0 23 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 532 40,739 0 22 Oct 2020
Distribution Matching for Crowd Counting Boyu Wang Huidong Liu Dimitris Samaras Minh Hoai OT 69 288 0 28 Sep 2020
Weighing Counts: Sequential Crowd Counting by Reinforcement Learning Liang Liu Hao Lu Hongwei Zou Haipeng Xiong Zhiguo Cao Chunhua Shen OffRL 63 72 0 16 Jul 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 351 13,002 0 26 May 2020
Adaptive Mixture Regression Network with Local Counting Map for Crowd Counting Xiyang Liu Jie Yang Wenrui Ding 50 113 0 12 May 2020
Towards Using Count-level Weak Supervision for Crowd Counting Yinjie Lei Yan Liu Pingping Zhang Lingqiao Liu 52 95 0 29 Feb 2020
NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting and Localization Qi. Wang Junyu Gao Wei Lin Xuelong Li 81 390 0 10 Jan 2020
Perspective-Guided Convolution Networks for Crowd Counting Zhaoyi Yan Yuchen Yuan W. Zuo Xiao Tan Yezhen Wang Shilei Wen Errui Ding 56 194 0 16 Sep 2019
Crowd Counting with Deep Structured Scale Integration Network Lingbo Liu Zhilin Qiu Guanbin Li Shufan Liu Wanli Ouyang Liang Lin 47 234 0 23 Aug 2019
From Open Set to Closed Set: Counting Objects by Spatial Divide-and-Conquer Haipeng Xiong Hao Lu Chengxin Liu Liang Liu Zhiguo Cao Chunhua Shen 57 167 0 15 Aug 2019
Bayesian Loss for Crowd Count Estimation with Point Supervision Zhiheng Ma Xing Wei Xiaopeng Hong Yihong Gong 3DPC 125 488 0 10 Aug 2019
Point in, Box out: Beyond Counting Persons in Crowds Yuting Liu Miaojing Shi Qijun Zhao Xiaofang Wang 3DPC 49 192 0 02 Apr 2019
Counting with Focus for Free Zenglin Shi Pascal Mettes Cees G. M. Snoek 3DV 3DPC 38 107 0 28 Mar 2019
Learning from Synthetic Data for Crowd Counting in the Wild Qi. Wang Junyu Gao Wei Lin Yuan. Yuan 79 527 0 08 Mar 2019
Exploiting Unlabeled Data in CNNs by Self-supervised Learning to Rank Xialei Liu Joost van de Weijer Andrew D. Bagdanov SSL 52 176 0 17 Feb 2019
ADCrowdNet: An Attention-injective Deformable Convolutional Network for Crowd Understanding Ning Liu Yongchao Long C. Zou Qun Niu Li Pan Hefeng Wu 55 283 0 29 Nov 2018
Context-Aware Crowd Counting Weizhe Liu Mathieu Salzmann Pascal Fua 3DV HAI 65 578 0 26 Nov 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 76 678 0 02 Aug 2018
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes Yuhong Li Xiaofan Zhang Deming Chen 125 1,334 0 27 Feb 2018
Receptive Field Block Net for Accurate and Fast Object Detection Songtao Liu Di Huang Yunhong Wang ObjD 63 1,261 0 21 Nov 2017
Generating High-Quality Crowd Density Maps using Contextual Pyramid CNNs Vishwanath A. Sindagi Vishal M. Patel 68 622 0 02 Aug 2017
Switching Convolutional Neural Network for Crowd Counting Deepak Babu Sam Shiv Surya R. Venkatesh Babu 82 885 0 01 Aug 2017
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 221 18,195 0 02 Jun 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 354 14,223 0 23 Feb 2016