Rethinking Counting and Localization in Crowds:A Purely Point-Based Framework

27 July 2021

Qingyu Song

Changan Wang

Zhengkai Jiang

Yabiao Wang

Ying Tai

Chengjie Wang

Papers citing "Rethinking Counting and Localization in Crowds:A Purely Point-Based Framework"

50 / 112 papers shown

Title
SQLNet: Scale-Modulated Query and Localization Network for Few-Shot Class-Agnostic Counting Hefeng Wu Yandong Chen Lingbo Liu Tianshui Chen Keze Wang Liang Lin 24 1 0 16 Nov 2023
Benchmarking Individual Tree Mapping with Sub-meter Imagery Dimitri Gominski A. Kariryaa Martin Brandt Christian Igel Sizhuo Li Maurice Mugabowindekwe R. Fensholt 33 2 0 14 Nov 2023
Learning Discriminative Features for Crowd Counting Yuehai Chen Qingzhong Wang Jing Yang Badong Chen Haoyi Xiong Shaoyi Du 32 6 0 08 Nov 2023
Zone Evaluation: Revealing Spatial Bias in Object Detection Zhaohui Zheng Yuming Chen Qibin Hou Xiang Li Ping Wang Ming-Ming Cheng ObjD 27 3 0 20 Oct 2023
SoybeanNet: Transformer-Based Convolutional Neural Network for Soybean Pod Counting from Unmanned Aerial Vehicle (UAV) Images Jiajia Li Raju Thada Magar Dong Chen Feng Lin Dechun Wang Xiang Yin Weichao Zhuang Zhao Li 30 11 0 16 Oct 2023
Interactive Class-Agnostic Object Counting Yifeng Huang Viresh Ranjan Minh Hoai 24 7 0 11 Sep 2023
Vision-Based Cranberry Crop Ripening Assessment Faith Johnson Jack Lowry Kristin J. Dana Peter Oudemans 34 0 0 31 Aug 2023
Boosting Detection in Crowd Analysis via Underutilized Output Features Shaokai Wu Fengyu Yang 37 15 0 30 Aug 2023
Point-Query Quadtree for Crowd Counting, Localization, and More Chengxin Liu Hao Lu Zhiguo Cao Tongliang Liu 3DPC 28 38 0 26 Aug 2023
STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning Tao Han Lei Bai Lin Liu Wanli Ouyang 24 36 0 21 Aug 2023
Calibrating Uncertainty for Semi-Supervised Crowd Counting Chen Li Xiaoling Hu Shahira Abousamra Chao Chen 29 20 0 19 Aug 2023
DAOT: Domain-Agnostically Aligned Optimal Transport for Domain-Adaptive Crowd Counting Huilin Zhu Jingling Yuan Xian Zhong Zhengwei Yang Zheng Wang Shengfeng He OT 34 13 0 10 Aug 2023
Tolerating Annotation Displacement in Dense Object Counting via Point Annotation Probability Map Yuehai Chen Jing Yang Badong Chen Gang Hua Shaoyi Du 22 0 0 29 Jul 2023
ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary Transformer Youwei Pang Xiaoqi Zhao Lihe Zhang Huchuan Lu 50 4 0 23 Jul 2023
Teach model to answer questions after comprehending the document Ruiqing Sun Ping Jian FaML 32 0 0 18 Jul 2023
Semi-supervised Cell Recognition under Point Supervision Zhongyi Shui Yizhi Zhao S. Zheng Yunlong Zhang Honglin Li Shichuan Zhang Xiaoxuan Yu Chenglu Zhu Lin Yang 23 1 0 14 Jun 2023
Focus for Free in Density-Based Counting Zenglin Shi Pascal Mettes Cees G. M. Snoek 3DPC 23 8 0 08 Jun 2023
Counting Crowds in Bad Weather Zhi-Kai Huang Wei-Ting Chen Yuan Chiang Sy-Yen Kuo Ming Yang 23 16 0 02 Jun 2023
Learning Remote Sensing Object Detection with Single Point Supervision Shitian He H. Zou Yingqian Wang Boyang Li Xu Cao Ning Jing 34 9 0 23 May 2023
Crowd Counting with Sparse Annotation Shiwei Zhang Zhengzheng Wang Qing Liu Fei Wang Wei Ke Tong Zhang 23 0 0 12 Apr 2023
Density Map Distillation for Incremental Object Counting Chenshen Wu Joost van de Weijer 24 2 0 11 Apr 2023
CrowdCLIP: Unsupervised Crowd Counting via Vision-Language Model Dingkang Liang Jiahao Xie Zhikang Zou Xiaoqing Ye Wei Xu Xiang Bai SSL CLIP VLM 31 52 0 09 Apr 2023
Application-Driven AI Paradigm for Person Counting in Various Scenarios Minjie Hua Yibing Nan Kai Wang 18 0 0 24 Mar 2023
$CrowdDiff$ : Multi-hypothesis Crowd Density Estimation using Diffusion Models Y. Ranasinghe Nithin Gopalakrishnan Nair W. G. C. Bandara Vishal M. Patel DiffM 26 10 0 22 Mar 2023
DPA-P2PNet: Deformable Proposal-aware P2PNet for Accurate Point-based Cell Detection Zhongyi Shui S. Zheng Chenglu Zhu Shichuan Zhang Xiaoxuan Yu Honglin Li Jingxiong Li Pingyi Chen L. Yang 3DPC 32 4 0 05 Mar 2023
GCNet: Probing Self-Similarity Learning for Generalized Counting Network Mingjie Wang Yande Li Jun Zhou Graham W. Taylor Minglun Gong 23 11 0 10 Feb 2023
RGB-T Multi-Modal Crowd Counting Based on Transformer Zhengyi Liu Wei Wu liuzywen Guanghui Zhang ViT 18 11 0 08 Jan 2023
A Unified Object Counting Network with Object Occupation Prior Shengqin Jiang Qing Wang Fengna Cheng Yuankai Qi Qingshan Liu 40 7 0 29 Dec 2022
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 32 5 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 36 2 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 26 10 0 08 Dec 2022
Consistency-Aware Anchor Pyramid Network for Crowd Localization Xinyan Liu Guorong Li Yuankai Qi Zhenjun Han Qingming Huang Ming-Hsuan Yang N. Sebe 32 6 0 08 Dec 2022
Domain-General Crowd Counting in Unseen Scenarios Zhipeng Du Jiankang Deng Miaojing Shi OOD 24 27 0 05 Dec 2022
Scale-Aware Crowd Counting Using a Joint Likelihood Density Map and Synthetic Fusion Pyramid Network Yi-Kuan Hsieh J. Hsieh Yu-Chee Tseng Ming-Ching Chang Bo Wang 18 0 0 13 Nov 2022
Semi-supervised Crowd Counting via Density Agency Hui Lin Zhiheng Ma Xiaopeng Hong Yao Wang Zhou Su OT 23 29 0 07 Sep 2022
Weakly Supervised Video Salient Object Detection via Point Supervision Shuyong Gao Hao Xing Wei Zhang Yan Wang Qianyu Guo Wenqiang Zhang 33 24 0 15 Jul 2022
Point-to-Box Network for Accurate Object Detection via Single Point Supervision Pengfei Chen Xuehui Yu Xumeng Han Najmul Hassan Kai Wang Jiacheng Li Jian-jun Zhao Humphrey Shi Zhenjun Han QiXiang Ye 3DPC 13 43 0 14 Jul 2022
End-to-end cell recognition by point annotation Zhongyi Shui Shichuan Zhang Chenglu Zhu Bingchuan Wang Pingyi Chen S. Zheng Lin Yang 17 10 0 01 Jul 2022
Counting Varying Density Crowds Through Density Guided Adaptive Selection CNN and Transformer Estimation Yuehai Chen Jing Yang Badong Chen S. Du 19 31 0 21 Jun 2022
Indirect-Instant Attention Optimization for Crowd Counting in Dense Scenes Suyu Han Guodong Wang Donghua Liu 16 1 0 12 Jun 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 37 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 36 12 0 07 Jun 2022
Glance to Count: Learning to Rank with Anchors for Weakly-supervised Crowd Counting Zheng Xiong Liangyu Chai Wenxi Liu Yongtuo Liu Sucheng Ren Shengfeng He 29 5 0 29 May 2022
Exemplar Free Class Agnostic Counting Viresh Ranjan Minh Hoai 15 37 0 27 May 2022
SSR-HEF: Crowd Counting with Multi-Scale Semantic Refining and Hard Example Focusing Jiwei Chen Kewei Wang Wen Su Zengfu Wang 24 10 0 15 Apr 2022
Counting in the 2020s: Binned Representations and Inclusive Performance Measures for Deep Crowd Counting Approaches Sravya Vardhani Shivapuja A. Gopinath Ayush Gupta Ganesh Ramakrishnan Ravi Kiran Sarvadevabhatla 19 0 0 10 Apr 2022
Occluded Human Mesh Recovery Rawal Khirodkar Shashank Tripathi Kris M. Kitani 3DH 35 68 0 24 Mar 2022
DR.VIC: Decomposition and Reasoning for Video Individual Counting Tao Han Lei Bai Junyuan Gao Qi. Wang Wanli Ouyang OT 36 23 0 23 Mar 2022
Object Localization under Single Coarse Point Supervision Xuehui Yu Pengfei Chen Di Wu Najmul Hassan Guorong Li Junchi Yan Humphrey Shi QiXiang Ye Zhenjun Han 3DPC 18 24 0 17 Mar 2022
Represent, Compare, and Learn: A Similarity-Aware Framework for Class-Agnostic Counting Min Shi Hao Lu Chen Feng Chengxin Liu Zhiguo Cao 22 84 0 16 Mar 2022