Learning Spatial Awareness to Improve Crowd Counting

16 September 2019

Alexander G. Hauptmann

3DPC

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Papers citing "Learning Spatial Awareness to Improve Crowd Counting"

35 / 35 papers shown

Title
A Recipe for CAC: Mosaic-based Generalized Loss for Improved Class-Agnostic Counting Tsung-Han Chou Brian Wang Wei-Chen Chiu Jun-Cheng Chen 47 0 0 15 Apr 2024
OmniCount: Multi-label Object Counting with Semantic-Geometric Priors Anindya Mondal Sauradip Nag Xiatian Zhu Anjan Dutta 36 3 0 08 Mar 2024
STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning Tao Han Lei Bai Lin Liu Wanli Ouyang 32 36 0 21 Aug 2023
DAMO-StreamNet: Optimizing Streaming Perception in Autonomous Driving Ju He Zhi-Qi Cheng Chenyang Li Wangmeng Xiang Binghui Chen Bin Luo Yifeng Geng Xuansong Xie AI4CE 47 20 0 30 Mar 2023
LongShortNet: Exploring Temporal and Semantic Features Fusion in Streaming Perception Chenyang Li Zhi-Qi Cheng Jun-Yan He Pengyu Li Bin Luo Hanzao Chen Yifeng Geng Jinpeng Lan Xuansong Xie 47 12 0 27 Oct 2022
ProContEXT: Exploring Progressive Context Transformer for Tracking Jinpeng Lan Zhi-Qi Cheng Ju He Chenyang Li Bin Luo Xueting Bao Wangmeng Xiang Yifeng Geng Xuansong Xie 51 29 0 27 Oct 2022
Redesigning Multi-Scale Neural Network for Crowd Counting Zhipeng Du Miaojing Shi Jiankang Deng S. Zafeiriou 36 45 0 04 Aug 2022
Rethinking Spatial Invariance of Convolutional Networks for Object Counting Zhi-Qi Cheng Qi Dai Hong Li JingKuan Song Xiao-Jun Wu Alexander G. Hauptmann 3DPC 45 95 0 10 Jun 2022
Self-supervised Domain Adaptation in Crowd Counting Pha Nguyen Thanh-Dat Truong Miaoqing Huang Yi Liang Ngan Le Khoa Luu SSL 39 12 0 07 Jun 2022
LDC-Net: A Unified Framework for Localization, Detection and Counting in Dense Crowds Qi. Wang Tao Han Junyuan Gao Yuan. Yuan Xuelong Li ObjD 47 6 0 10 Oct 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 35 260 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 20 38 0 27 Jul 2021
Leveraging Self-Supervision for Cross-Domain Crowd Counting Weizhe Liu N. Durasov Pascal Fua 22 40 0 30 Mar 2021
Focal Inverse Distance Transform Maps for Crowd Localization Dingkang Liang Wei Xu Yingying Zhu Yu Zhou 21 117 0 16 Feb 2021
Spatiotemporal Dilated Convolution with Uncertain Matching for Video-based Crowd Estimation Yu-Jen Ma Hong-Han Shuai Wen-Huang Cheng 21 48 0 29 Jan 2021
Enhanced Information Fusion Network for Crowd Counting Geng Chen Pei Guo 27 1 0 12 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 44 22 0 31 Dec 2020
Dilated-Scale-Aware Attention ConvNet For Multi-Class Object Counting Wenyuan Xu Dingkang Liang Yixiao Zheng Zhanyu Ma 20 31 0 15 Dec 2020
Learning Independent Instance Maps for Crowd Localization Junyu Gao Tao Han Qi. Wang Yuan. Yuan Xuelong Li 30 41 0 08 Dec 2020
Counting People by Estimating People Flows Weizhe Liu Mathieu Salzmann Pascal Fua 3DH 39 32 0 01 Dec 2020
AdaCrowd: Unlabeled Scene Adaptation for Crowd Counting Mahesh Kumar Krishna Reddy Mrigank Rochan Yiwei Lu Yang Wang 32 25 0 23 Oct 2020
Uncertainty Estimation and Sample Selection for Crowd Counting Viresh Ranjan Boyu Wang M. Shah Minh Hoai UQCV 24 25 0 30 Sep 2020
Distribution Matching for Crowd Counting Boyu Wang Huidong Liu Dimitris Samaras Minh Hoai OT 41 282 0 28 Sep 2020
SOFA-Net: Second-Order and First-order Attention Network for Crowd Counting Haoran Duan Shidong Wang Yu Guan EgoV 24 14 0 09 Aug 2020
Interlayer and Intralayer Scale Aggregation for Scale-invariant Crowd Counting Mingjie Wang Hao Cai Jun Zhou Minglun Gong 37 20 0 25 May 2020
Adaptive Mixture Regression Network with Local Counting Map for Crowd Counting Xiyang Liu Jie Yang Wenrui Ding 30 112 0 12 May 2020
MoVie: Revisiting Modulated Convolutions for Visual Counting and Beyond Duy-Kien Nguyen Vedanuj Goswami Xinlei Chen 39 23 0 24 Apr 2020
CNN-based Density Estimation and Crowd Counting: A Survey Guangshuai Gao Junyu Gao Qingjie Liu Qi. Wang Yunhong Wang 24 154 0 28 Mar 2020
Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting Pongpisit Thanasutives Ken-ichi Fukui M. Numao B. Kijsirikul 30 63 0 12 Mar 2020
NAS-Count: Counting-by-Density with Neural Architecture Search Yutao Hu Xiaolong Jiang Xuhui Liu Baochang Zhang Jungong Han Xianbin Cao David Doermann 38 89 0 29 Feb 2020
AutoScale: Learning to Scale for Crowd Counting and Localization Chenfeng Xu Dingkang Liang Yongchao Xu S. Bai Wei Zhan X. Bai Masayoshi Tomizuka 29 105 0 20 Dec 2019
Using Depth for Pixel-Wise Detection of Adversarial Attacks in Crowd Counting Weizhe Liu Mathieu Salzmann Pascal Fua AAML 27 9 0 26 Nov 2019
Estimating People Flows to Better Count Them in Crowded Scenes Weizhe Liu Mathieu Salzmann Pascal Fua OT 3DH 27 38 0 25 Nov 2019
Crowd Counting via Segmentation Guided Attention Networks and Curriculum Loss Qian Wang T. Breckon 3DPC 26 6 0 18 Nov 2019
DENet: A Universal Network for Counting Crowd with Varying Densities and Scales Lei Liu Jie Jiang W. Jia Saeed K. Amirgholipour Michelle Zeibots Xiangjian He 30 51 0 17 Apr 2019