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Locate, Size and Count: Accurately Resolving People in Dense Crowds via Detection

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019

18 June 2019

Deepak Babu Sam

Skand Peri

Mukuntha Narayanan Sundararaman

Amogh Kamath

R. Venkatesh Babu

ArXiv (abs)PDF HTML Github (212★)

Papers citing "Locate, Size and Count: Accurately Resolving People in Dense Crowds via Detection"

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Title
Foggy Crowd Counting: Combining Physical Priors and KAN-Graph Y. Wang Zhuoran Zheng Han Hu Dianjie Lu Guijuan Zhang Chen Lyu 88 0 0 29 Sep 2025
Can Current AI Models Count What We Mean, Not What They See? A Benchmark and Systematic Evaluation Gia Khanh Nguyen Yifeng Huang Minh Hoai VLM 108 0 0 17 Sep 2025
DSGC-Net: A Dual-Stream Graph Convolutional Network for Crowd Counting via Feature Correlation Mining Yihong Wu Jinqiao Wei Xionghui Zhao Yidi Li Shaoyi Du Bin Ren Andrii Zadaianchuk 241 0 0 02 Sep 2025
Local Information Matters: A Rethink of Crowd Counting Tianhang Pan Xiuyi Jia 92 0 0 23 Aug 2025
SoftHGNN: Soft Hypergraph Neural Networks for General Visual Recognition Mengqi Lei Yihong Wu Siqi Li Xinhu Zheng Juan Wang Yue Gao Shaoyi Du 3DH 382 2 0 21 May 2025
Transformer-Based Dual-Optical Attention Fusion Crowd Head Point Counting and Localization Network Fei Zhou Yi Li Mingqing Zhu 227 1 0 11 May 2025
Crowd Detection Using Very-Fine-Resolution Satellite Imagery Tong Xiao Qunming Wang Ping Lu Tenghai Huang Xiaohua Tong P. M. Atkinson 211 0 0 28 Apr 2025
ProgRoCC: A Progressive Approach to Rough Crowd Counting Shengqin Jiang Linfei Li Haokui Zhang Qingshan Liu Amin Beheshti Jian Yang Anton van den Hengel Quan Z. Sheng Yuankai Qi 241 0 0 18 Apr 2025
Consistent-Point: Consistent Pseudo-Points for Semi-Supervised Crowd Counting and Localization Yuda Zou Zelong Liu Yuliang Gu Bo Du Yongchao Xu 245 0 0 16 Mar 2025
EHNet: An Efficient Hybrid Network for Crowd Counting and Localization Yuqing Yan Yirui Wu 203 0 0 15 Mar 2025
Depth-Assisted Network for Indiscernible Marine Object Counting with Adaptive Motion-Differentiated Feature Encoding Chengzhi Ma Kunqian Li Shuaixin Liu Han Mei 192 1 0 11 Mar 2025
Text-guided Zero-Shot Object Localization Jingjing Wang Xinglin Piao Zongzhi Gao Bo Li Yong Zhang Baocai Yin 281 0 0 18 Nov 2024
Boosting Adverse Weather Crowd Counting via Multi-queue Contrastive Learning Tianhang Pan Zhuoran Zheng 342 2 0 12 Aug 2024
Multi-modal Crowd Counting via a Broker Modality Haoliang Meng Xiaopeng Hong Chenhao Wang Miao Shang W. Zuo 224 12 0 10 Jul 2024
Improving Point-based Crowd Counting and Localization Based on Auxiliary Point GuidanceEuropean Conference on Computer Vision (ECCV), 2024 I-Hsiang Chen Wei-Ting Chen Yu-Wei Liu Ming-Hsuan Yang Sy-Yen Kuo 156 24 0 17 May 2024
Virtual Classification: Modulating Domain-Specific Knowledge for Multidomain Crowd CountingIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024 Mingyue Guo Binghui Chen Zhaoyi Yan Yaowei Wang Qixiang Ye 124 4 0 06 Feb 2024
Shifted Autoencoders for Point Annotation Restoration in Object CountingEuropean Conference on Computer Vision (ECCV), 2023 Yuda Zou Xin Xiao Peilin Zhou Zhichao Sun Bo Du Yongchao Xu 164 3 0 12 Dec 2023
SQLNet: Scale-Modulated Query and Localization Network for Few-Shot Class-Agnostic CountingIEEE Transactions on Image Processing (IEEE TIP), 2023 Hefeng Wu Yandong Chen Lingbo Liu Tianshui Chen Keze Wang Liang Lin 176 2 0 16 Nov 2023
Learning Discriminative Features for Crowd Counting Yuehai Chen Qingzhong Wang Jing Yang Badong Chen Haoyi Xiong Shaoyi Du 179 12 0 08 Nov 2023
Interactive Class-Agnostic Object CountingIEEE International Conference on Computer Vision (ICCV), 2023 Yifeng Huang Viresh Ranjan Minh Hoai 258 9 0 11 Sep 2023
Boosting Detection in Crowd Analysis via Underutilized Output FeaturesComputer Vision and Pattern Recognition (CVPR), 2023 Shaokai Wu Fengyu Yang 121 21 0 30 Aug 2023
Point-Query Quadtree for Crowd Counting, Localization, and MoreIEEE International Conference on Computer Vision (ICCV), 2023 Chengxin Liu Hao Lu Zhiguo Cao Tongliang Liu 3DPC 154 63 0 26 Aug 2023
STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance LearningIEEE International Conference on Computer Vision (ICCV), 2023 Tao Han Mengwei He Lin Liu Wanli Ouyang 132 60 0 21 Aug 2023
Calibrating Uncertainty for Semi-Supervised Crowd CountingIEEE International Conference on Computer Vision (ICCV), 2023 Chen Li Xiaoling Hu Shahira Abousamra Chao Chen 201 28 0 19 Aug 2023
TreeFormer: a Semi-Supervised Transformer-based Framework for Tree Counting from a Single High Resolution ImageIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 H. A. Amirkolaee Miaojing Shi Mark Mulligan ViT 163 25 0 12 Jul 2023
Counting Crowds in Bad WeatherIEEE International Conference on Computer Vision (ICCV), 2023 Zhi-Kai Huang Wei-Ting Chen Yuan Chiang Sy-Yen Kuo Ming-Hsuan Yang 148 19 0 02 Jun 2023
RGB-D Indiscernible Object Counting in Underwater Scenes Guolei Sun Zhaochong An Yun-Hai Liu Ce Liu Daniel Gehrig Deng-Ping Fan Ming-Ming Cheng Luc Van Gool 154 15 0 23 Apr 2023
BPJDet: Extended Object Representation for Generic Body-Part Joint DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Huayi Zhou Fei Jiang Jiaxin Si Yue Ding Hongtao Lu 309 6 0 21 Apr 2023
Density Map Distillation for Incremental Object Counting Chenshen Wu Joost van de Weijer 112 2 0 11 Apr 2023
CrowdCLIP: Unsupervised Crowd Counting via Vision-Language ModelComputer Vision and Pattern Recognition (CVPR), 2023 Dingkang Liang Jiahao Xie Zhikang Zou Xiaoqing Ye Wei Xu Xiang Bai SSL CLIP VLM 203 77 0 09 Apr 2023
$CrowdDiff$ : Multi-hypothesis Crowd Density Estimation using Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2023 Y. Ranasinghe Nithin Gopalakrishnan Nair W. G. C. Bandara Vishal M. Patel DiffM 169 15 0 22 Mar 2023
Mask Focal Loss: A unifying framework for dense crowd counting with canonical object detection networks Xiaopin Zhong Guan Wang Weixiang Liu Zongze Wu Yuanlong Deng 348 9 0 22 Dec 2022
Joint Counting, Detection and Re-Identification for Multi-Object Tracking Weihong Ren Denglu Wu Hui Cao Xi’ai Chen Zhi Han Honghai Liu VOT 340 5 0 12 Dec 2022
HDNet: A Hierarchically Decoupled Network for Crowd CountingIEEE International Conference on Multimedia and Expo (ICME), 2022 Chenliang Gu Changan Wang Bin-Bin Gao Jun Liu Tianliang Zhang 99 1 0 12 Dec 2022
Progressive Multi-resolution Loss for Crowd Counting Ziheng Yan Yuankai Qi Guorong Li Xinyan Liu Weigang Zhang Qingming Huang Ming-Hsuan Yang 197 15 0 08 Dec 2022
Consistency-Aware Anchor Pyramid Network for Crowd LocalizationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Xinyan Liu Guorong Li Yuankai Qi Zhenjun Han Qingming Huang Ming-Hsuan Yang Andrii Zadaianchuk 218 11 0 08 Dec 2022
Redesigning Multi-Scale Neural Network for Crowd CountingIEEE Transactions on Image Processing (IEEE TIP), 2022 Zhipeng Du Miaojing Shi Jiankang Deng Stefanos Zafeiriou 232 63 0 04 Aug 2022
The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and CountingEuropean Conference on Computer Vision (ECCV), 2022 Justin Kay Peter Kulits Suzanne Stathatos Siqi Deng Erik Young Sara Beery Grant Van Horn Pietro Perona 148 38 0 19 Jul 2022
Counting Varying Density Crowds Through Density Guided Adaptive Selection CNN and Transformer Estimation Yuehai Chen Jing Yang Badong Chen S. Du 182 41 0 21 Jun 2022
An Improved Normed-Deformable Convolution for Crowd CountingIEEE Signal Processing Letters (SPL), 2022 Xinru Zhong Zhaoyi Yan Jin Qin W. Zuo Weigang Lu 133 15 0 16 Jun 2022
Indirect-Instant Attention Optimization for Crowd Counting in Dense Scenes Suyu Han Guodong Wang Donghua Liu 119 1 0 12 Jun 2022
Reducing Capacity Gap in Knowledge Distillation with Review Mechanism for Crowd Counting Yunxin Liu Qiaosi Yi Jinshan Zeng 117 2 0 11 Jun 2022
Continual Learning with Bayesian Model based on a Fixed Pre-trained Feature Extractor Yang Yang Z. Cui Junjie Xu Changhong Zhong Weishi Zheng Ruixuan Wang MedIm BDL OOD 161 48 0 28 Apr 2022
DR.VIC: Decomposition and Reasoning for Video Individual CountingComputer Vision and Pattern Recognition (CVPR), 2022 Tao Han Mengwei He Junyuan Gao Qi. Wang Wanli Ouyang OT 196 26 0 23 Mar 2022
Counting with Adaptive Auxiliary Learning Y. Meng J. Bridge Meng Wei Yitian Zhao Yihong Qiao Xiaoyun Yang Xiaowei Huang Yalin Zheng 221 5 0 08 Mar 2022
An End-to-End Transformer Model for Crowd LocalizationEuropean Conference on Computer Vision (ECCV), 2022 Dingkang Liang Wei Xu Xiang Bai 198 158 0 26 Feb 2022
Multiscale Crowd Counting and Localization By Multitask Point SupervisionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Mohsen Zand Haleh Damirchi A. Farley Mahdiyar Molahasani Michael A. Greenspan Ali Etemad 3DPC 199 45 0 21 Feb 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 170 6 0 10 Oct 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 156 47 0 18 Aug 2021
Congested Crowd Instance Localization with Dilated Convolutional Swin Transformer Junyuan Gao Maoguo Gong Xuelong Li ViT 179 54 0 02 Aug 2021