Bayesian Loss for Crowd Count Estimation with Point Supervision

10 August 2019

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Papers citing "Bayesian Loss for Crowd Count Estimation with Point Supervision"

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Title
Enhancing and Dissecting Crowd Counting By Synthetic Data Yi Hou Chengyang Li Yuheng Lu Liping Zhu Yuan Li Huizhu Jia Xiaodong Xie 69 10 0 22 Jan 2022
Deep Rank-Consistent Pyramid Model for Enhanced Crowd Counting Jiaqi Gao Zhizhong Huang Yiming Lei Hongming Shan Jianmin Wang Fei-Yue Wang Junping Zhang 136 13 0 13 Jan 2022
Scene-Adaptive Attention Network for Crowd Counting Xing Wei Yuanrui Kang Jihao Yang Yunfeng Qiu Dahu Shi Wenming Tan Yihong Gong ViT 70 18 0 31 Dec 2021
Towards More Effective PRM-based Crowd Counting via A Multi-resolution Fusion and Attention Network Usman Sajid Guanghui Wang 66 9 0 17 Dec 2021
Object Counting: You Only Need to Look at One Hui Lin Xiaopeng Hong Yabin Wang 137 21 0 11 Dec 2021
PANet: Perspective-Aware Network with Dynamic Receptive Fields and Self-Distilling Supervision for Crowd Counting Xiaoshuang Chen Yiru Zhao Yu Qin Fei Jiang Mingyuan Tao Xiansheng Hua Hongtao Lu 3DPC 23 6 0 31 Oct 2021
LDC-Net: A Unified Framework for Localization, Detection and Counting in Dense Crowds Qi. Wang Tao Han Junyuan Gao Yuan. Yuan Xuelong Li ObjD 94 6 0 10 Oct 2021
CCTrans: Simplifying and Improving Crowd Counting with Transformer Ye Tian Xiangxiang Chu Hongpeng Wang ViT 77 80 0 29 Sep 2021
Wisdom of (Binned) Crowds: A Bayesian Stratification Paradigm for Crowd Counting Sravya Vardhani Shivapuja M. Khamkar Divij Bajaj Ganesh Ramakrishnan Ravi Kiran Sarvadevabhatla 63 8 0 19 Aug 2021
Variational Attention: Propagating Domain-Specific Knowledge for Multi-Domain Learning in Crowd Counting Binghui Chen Zhaoyi Yan Ke Li Pengyu Li Biao Wang W. Zuo Lei Zhang 75 45 0 18 Aug 2021
Adaptive Convolutions with Per-pixel Dynamic Filter Atom Ze Wang Zichen Miao Jun Hu Qiang Qiu 120 18 0 17 Aug 2021
Fine-grained Domain Adaptive Crowd Counting via Point-derived Segmentation Yongtuo Liu Dan Xu Sucheng Ren Han-Zhen Wu Hongmin Cai Shengfeng He 89 10 0 06 Aug 2021
Reducing Spatial Labeling Redundancy for Semi-supervised Crowd Counting Yongtuo Liu Sucheng Ren Liangyu Chai Han-Zhen Wu Jing Qin Dan Xu Shengfeng He 68 2 0 06 Aug 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 91 269 0 27 Jul 2021
Uniformity in Heterogeneity:Diving Deep into Count Interval Partition for Crowd Counting Changan Wang Qingyu Song Boshen Zhang Yabiao Wang Ying Tai Xuyi Hu Chengjie Wang Jilin Li Jiayi Ma Yang Wu 113 40 0 27 Jul 2021
Video Crowd Localization with Multi-focus Gaussian Neighborhood Attention and a Large-Scale Benchmark Haopeng Li Lingbo Liu Kunlin Yang Shinan Liu Junyuan Gao Bin Zhao Rui Zhang Jun Hou 141 16 0 19 Jul 2021
Crowd Counting via Perspective-Guided Fractional-Dilation Convolution Zhaoyi Yan Ruimao Zhang Hongzhi Zhang Qingfu Zhang W. Zuo 87 44 0 08 Jul 2021
Direct Measure Matching for Crowd Counting Hui Lin Xiaopeng Hong Zhiheng Ma Xing Wei Yunfeng Qiu Yaowei Wang Yihong Gong OT 75 45 0 04 Jul 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 58 19 0 23 Jun 2021
Know Your Surroundings: Panoramic Multi-Object Tracking by Multimodality Collaboration Yuhang He Wentao Yu Jie Han Xing Wei Xiaopeng Hong Yihong Gong 3DPC VOT 51 12 0 31 May 2021
Rethinking Global Context in Crowd Counting Guolei Sun Yun-Hai Liu Thomas Probst D. Paudel Nikola Popovic Luc Van Gool ViT 75 17 0 23 May 2021
Dense Point Prediction: A Simple Baseline for Crowd Counting and Localization Yi Wang Xinyu Hou Lap-Pui Chau 3DPC 95 24 0 26 Apr 2021
Towards Adversarial Patch Analysis and Certified Defense against Crowd Counting Qiming Wu Zhikang Zou Pan Zhou Xiaoqing Ye Binghui Wang Ang Li AAML 129 4 0 22 Apr 2021
Learning To Count Everything Viresh Ranjan U. Sharma Thua Nguyen Minh Hoai 81 153 0 16 Apr 2021
Monitoring Social-distance in Wide Areas during Pandemics: a Density Map and Segmentation Approach J. Gonzalez-Trejo D. Mercado-Ravell 82 6 0 07 Apr 2021
Leveraging Self-Supervision for Cross-Domain Crowd Counting Weizhe Liu Nikita Durasov Pascal Fua 97 42 0 30 Mar 2021
Multi-channel Deep Supervision for Crowd Counting Bo-fan Wei Mulin. Chen Qi. Wang Xuelong Li 33 0 0 17 Mar 2021
Focal Inverse Distance Transform Maps for Crowd Localization Dingkang Liang Wei Xu Yingying Zhu Yu Zhou 97 123 0 16 Feb 2021
Weight Rescaling: Effective and Robust Regularization for Deep Neural Networks with Batch Normalization Ziquan Liu Yufei Cui Jia Wan Yushun Mao Antoni B. Chan 116 2 0 06 Feb 2021
Spatiotemporal Dilated Convolution with Uncertain Matching for Video-based Crowd Estimation Yu-Jen Ma Hong-Han Shuai Wen-Huang Cheng 78 50 0 29 Jan 2021
A Survey on Deep Learning-based Single Image Crowd Counting: Network Design, Loss Function and Supervisory Signal Haoyue Bai Jiageng Mao Shueng-Han Gary Chan 143 22 0 31 Dec 2020
Localization in the Crowd with Topological Constraints Shahira Abousamra Minh Hoai Dimitris Samaras Chao Chen 88 138 0 23 Dec 2020
STNet: Scale Tree Network with Multi-level Auxiliator for Crowd Counting Mingjie Wang Hao Cai Xianfeng Han Jun Zhou Minglun Gong 98 43 0 18 Dec 2020
Dilated-Scale-Aware Attention ConvNet For Multi-Class Object Counting Wenyuan Xu Dingkang Liang Yixiao Zheng Zhanyu Ma 79 33 0 15 Dec 2020
Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting Lingbo Liu Jiaqi Chen Hefeng Wu Guanbin Li Chenglong Li Liang Lin 111 113 0 08 Dec 2020
Learning Independent Instance Maps for Crowd Localization Junyu Gao Tao Han Qi. Wang Yuan. Yuan Xuelong Li 103 43 0 08 Dec 2020
PSGCNet: A Pyramidal Scale and Global Context Guided Network for Dense Object Counting in Remote Sensing Images Guangshuai Gao Qingjie Liu Zhenghui Hu Lu Li Qi Wen Yunhong Wang 116 32 0 07 Dec 2020
Counting People by Estimating People Flows Weizhe Liu Mathieu Salzmann Pascal Fua 3DH 106 33 0 01 Dec 2020
Coarse- and Fine-grained Attention Network with Background-aware Loss for Crowd Density Map Estimation Liangzi Rong Chunping Li 67 49 0 07 Nov 2020
AdaCrowd: Unlabeled Scene Adaptation for Crowd Counting Mahesh Kumar Krishna Reddy Mrigank Rochan Yiwei Lu Yang Wang 84 27 0 23 Oct 2020
Multi-Resolution Fusion and Multi-scale Input Priors Based Crowd Counting Usman Sajid Wenchi Ma Guanghui Wang 67 13 0 04 Oct 2020
Uncertainty Estimation and Sample Selection for Crowd Counting Viresh Ranjan Boyu Wang M. Shah Minh Hoai UQCV 87 25 0 30 Sep 2020
Distribution Matching for Crowd Counting Boyu Wang Huidong Liu Dimitris Samaras Minh Hoai OT 124 293 0 28 Sep 2020
A Study of Human Gaze Behavior During Visual Crowd Counting R. Annadi Yupei Chen Viresh Ranjan Dimitris Samaras G. Zelinsky Minh Hoai 107 0 0 14 Sep 2020
Completely Self-Supervised Crowd Counting via Distribution Matching Deepak Babu Sam Abhinav Agarwalla Jimmy Joseph Vishwanath A. Sindagi R. Venkatesh Babu Vishal M. Patel SSL 67 29 0 14 Sep 2020
Distortion-Adaptive Grape Bunch Counting for Omnidirectional Images R. Akai Yuzuko Utsumi Y. Miwa Masakazu Iwamura K. Kise 43 4 0 28 Aug 2020
Counting from Sky: A Large-scale Dataset for Remote Sensing Object Counting and A Benchmark Method Guangshuai Gao Qingjie Liu Yunhong Wang 66 55 0 28 Aug 2020
Learning Error-Driven Curriculum for Crowd Counting Wenxi Li Zhuoqun Cao Qian Wang Songjian Chen Rui Feng 63 7 0 19 Jul 2020
DeepNetQoE: Self-adaptive QoE Optimization Framework of Deep Networks Rui Wang Min Chen Nadra Guizani Yong Li H. Gharavi Kai Hwang 50 18 0 17 Jul 2020
Weighing Counts: Sequential Crowd Counting by Reinforcement Learning Liang Liu Hao Lu Hongwei Zou Haipeng Xiong Zhiguo Cao Chunhua Shen OffRL 78 72 0 16 Jul 2020