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
Transformer-Based Dual-Optical Attention Fusion Crowd Head Point Counting and Localization Network Fei Zhou Yi Li Mingqing Zhu 28 0 0 11 May 2025
Adept: Annotation-Denoising Auxiliary Tasks with Discrete Cosine Transform Map and Keypoint for Human-Centric Pretraining Weizhen He Yunfeng Yan Shixiang Tang Yiheng Deng Yangyang Zhong Pengxin Luo Donglian Qi VLM 94 1 0 29 Apr 2025
Crowd Detection Using Very-Fine-Resolution Satellite Imagery Tong Xiao Qunming Wang Ping Lu Tenghai Huang Xiaohua Tong P. M. Atkinson 59 0 0 28 Apr 2025
SDVPT: Semantic-Driven Visual Prompt Tuning for Open-World Object Counting Yiming Zhao Guorong Li Laiyun Qing Amin Beheshti Jian Yang Michael Sheng Yuankai Qi Qingming Huang VLM VPVLM 75 0 0 24 Apr 2025
RCCFormer: A Robust Crowd Counting Network Based on Transformer Peng Liu Heng Li Sen Lei Nanqing Liu Bin Feng Xiao Wu 31 0 0 07 Apr 2025
Taste More, Taste Better: Diverse Data and Strong Model Boost Semi-Supervised Crowd Counting Maochen Yang Zekun Li Jian Zhang Lei Qi Yinghuan Shi 38 0 0 23 Mar 2025
L2HCount:Generalizing Crowd Counting from Low to High Crowd Density via Density Simulation Guoliang Xu Jianqin Yin Ren Zhang Yonghao Dang Feng Zhou Bo Yu 60 0 0 17 Mar 2025
Consistent-Point: Consistent Pseudo-Points for Semi-Supervised Crowd Counting and Localization Yuda Zou Zelong Liu Yuliang Gu Bo Du Yongchao Xu 56 0 0 16 Mar 2025
EHNet: An Efficient Hybrid Network for Crowd Counting and Localization Yuqing Yan Yirui Wu 44 0 0 15 Mar 2025
Video Individual Counting for Moving Drones Yaowu Fan Jia Wan Tao Han Antoni B. Chan Andy J. Ma 43 0 0 12 Mar 2025
Depth-Assisted Network for Indiscernible Marine Object Counting with Adaptive Motion-Differentiated Feature Encoding Chengzhi Ma Kunqian Li Shuaixin Liu Han Mei 60 0 0 11 Mar 2025
Prediction of Frozen Region Growth in Kidney Cryoablation Intervention Using a 3D Flow-Matching Model Siyeop Yoon Y. Oh Matthew Tivnan S. Song Pengfei Jin Sekeun KimHyun Jin Cho Hyun Jin Cho Dufan Wu Raul Uppot Quanzheng Li 49 0 0 06 Mar 2025
Soybean pod and seed counting in both outdoor fields and indoor laboratories using unions of deep neural networks Tianyou Jiang Mingshun Shao Tianyi Zhang Xiaoyu Liu Qun Yu 62 0 0 24 Feb 2025
AquaticCLIP: A Vision-Language Foundation Model for Underwater Scene Analysis B. Alawode I. I. Ganapathi S. Javed N. Werghi Mohammed Bennamoun Arif Mahmood CLIP VLM 75 1 0 03 Feb 2025
ANTHROPOS-V: benchmarking the novel task of Crowd Volume Estimation Luca Collorone S. DÁrrigo Massimiliano Pappa Guido Maria DÁmely di Melendugno Giovanni Ficarra Fabio Galasso 33 0 0 03 Jan 2025
DSRC: Learning Density-insensitive and Semantic-aware Collaborative Representation against Corruptions Jingyu Zhang Yilei Wang Lang Qian Peng Sun Zengwen Li Sudong Jiang Maolin Liu Liang Song 100 1 0 14 Dec 2024
Robust soybean seed yield estimation using high-throughput ground robot videos Jiale Feng Samuel W. Blair Timilehin T. Ayanlade Aditya Balu Baskar Ganapathysubramanian Arti Singh S. Sarkar Asheesh Kumar Singh 62 0 0 03 Dec 2024
Text-guided Zero-Shot Object Localization Jingjing Wang Xinglin Piao Zongzhi Gao Bo Li Yong Zhang Baocai Yin 74 0 0 18 Nov 2024
YOLO-RD: Introducing Relevant and Compact Explicit Knowledge to YOLO by Retriever-Dictionary Hao-Tang Tsui Chien-Yao Wang H. Liao ObjD VLM 51 0 0 20 Oct 2024
POLO -- Point-based, multi-class animal detection Giacomo May Emanuele Dalsasso B. Kellenberger D. Tuia 13 1 0 15 Oct 2024
Center Direction Network for Grasping Point Localization on Cloths Domen Tabernik Jon Muhovič Matej Urbas Danijel Skočaj 3DPC 24 1 0 26 Aug 2024
Boosting Adverse Weather Crowd Counting via Multi-queue Contrastive Learning Tianhang Pan Zhuoran Zheng 64 0 0 12 Aug 2024
FGA: Fourier-Guided Attention Network for Crowd Count Estimation Yashwardhan Chaudhuri Ankit Kumar Arun Balaji Buduru Adel Alshamrani 21 0 0 08 Jul 2024
CountFormer: Multi-View Crowd Counting Transformer Hong Mo Xiong Zhang Jianchao Tan Cheng Yang Qiong Gu Bo Hang Wenqi Ren 36 2 0 02 Jul 2024
Automatic Counting and Classification of Mosquito Eggs in Field Traps Javier Naranjo-Alcazar Jordi Grau-Haro P. Zuccarello D. Almenar Jesús López Ballester 16 0 0 31 May 2024
Improving Point-based Crowd Counting and Localization Based on Auxiliary Point Guidance I-Hsiang Chen Wei-Ting Chen Yu-Wei Liu Ming-Hsuan Yang Sy-Yen Kuo 31 9 0 17 May 2024
VMambaCC: A Visual State Space Model for Crowd Counting Hao-Yuan Ma Li Zhang Shuai Shi Mamba 22 3 0 07 May 2024
Dynamic Proxy Domain Generalizes the Crowd Localization by Better Binary Segmentation Junyu Gao Da Zhang Qiyu Wang Zhiyuan Zhao Xuelong Li 46 0 0 22 Apr 2024
A Recipe for CAC: Mosaic-based Generalized Loss for Improved Class-Agnostic Counting Tsung-Han Chou Brian Wang Wei-Chen Chiu Jun-Cheng Chen 45 0 0 15 Apr 2024
The Effectiveness of a Simplified Model Structure for Crowd Counting Lei Chen Xinghang Gao Fei Chao Xiang Chang Chih-Min Lin Xingen Gao Shaopeng Lin Hongyi Zhang Juqiang Lin 32 2 0 11 Apr 2024
CLIP-EBC: CLIP Can Count Accurately through Enhanced Blockwise Classification Yiming Ma Victor Sanchez T. Guha 40 3 0 14 Mar 2024
Aedes aegypti Egg Counting with Neural Networks for Object Detection Micheli Nayara de Oliveira Vicente G. Higa João Vitor de Andrade Porto Higor Henrique Picoli Nucci Asser Botelho Santana K. R. A. Porto A. R. Roel H. Pistori 22 1 0 12 Mar 2024
OmniCount: Multi-label Object Counting with Semantic-Geometric Priors Anindya Mondal Sauradip Nag Xiatian Zhu Anjan Dutta 36 3 0 08 Mar 2024
Möbius Transform for Mitigating Perspective Distortions in Representation Learning Prakash Chandra Chhipa Meenakshi Subhash Chippa Kanjar De Rajkumar Saini Marcus Liwicki Mubarak Shah 27 1 0 07 Mar 2024
Tree Counting by Bridging 3D Point Clouds with Imagery Lei Li Tianfang Zhang Zhongyu Jiang Cheng-Yen Yang Jenq-Neng Hwang Stefan Oehmcke Dimitri Gominski Fabian Gieseke Christian Igel 50 1 0 04 Mar 2024
Semi-supervised Counting via Pixel-by-pixel Density Distribution Modelling Hui Lin Zhiheng Ma Rongrong Ji Yao Wang Zhou Su Xiaopeng Hong Deyu Meng 33 2 0 23 Feb 2024
Enhancing Zero-shot Counting via Language-guided Exemplar Learning Mingjie Wang Jun Zhou Yong Dai Eric Buys Minglun Gong 35 0 0 08 Feb 2024
Virtual Classification: Modulating Domain-Specific Knowledge for Multidomain Crowd Counting Mingyue Guo Binghui Chen Zhaoyi Yan Yaowei Wang Qixiang Ye 27 1 0 06 Feb 2024
Vehicle Perception from Satellite Bin Zhao Pengfei Han Xuelong Li 19 7 0 01 Feb 2024
CPR++: Object Localization via Single Coarse Point Supervision Xuehui Yu Pengfei Chen Kuiran Wang Xumeng Han Guorong Li Zhenjun Han QiXiang Ye Jianbin Jiao 13 1 0 30 Jan 2024
Diffusion-based Data Augmentation for Object Counting Problems Zhen Wang Yuelei Li Jia Wan Nuno Vasconcelos 39 4 0 25 Jan 2024
A Lightweight Feature Fusion Architecture For Resource-Constrained Crowd Counting Yashwardhan Chaudhuri Ankit Kumar Orchid Chetia Phukan Arun Balaji Buduru 13 1 0 11 Jan 2024
Gramformer: Learning Crowd Counting via Graph-Modulated Transformer Hui Lin Zhiheng Ma Xiaopeng Hong Qinnan Shangguan Deyu Meng ViT 39 17 0 08 Jan 2024
FGENet: Fine-Grained Extraction Network for Congested Crowd Counting Hao-Yuan Ma Li Zhang Xiang-Yi Wei 18 7 0 02 Jan 2024
Scale-Aware Crowd Count Network with Annotation Error Correction Yi-Kuan Hsieh Jun-Wei Hsieh Yu-Chee Tseng Ming-Ching Chang Li Xin 22 0 0 28 Dec 2023
Shifted Autoencoders for Point Annotation Restoration in Object Counting Yuda Zou Xin Xiao Peilin Zhou Zhichao Sun Bo Du Yongchao Xu 31 1 0 12 Dec 2023
Regressor-Segmenter Mutual Prompt Learning for Crowd Counting Mingyue Guo Li Yuan Zhaoyi Yan Binghui Chen Yaowei Wang QiXiang Ye 30 4 0 04 Dec 2023
VIoTGPT: Learning to Schedule Vision Tools towards Intelligent Video Internet of Things Yaoyao Zhong Mengshi Qi Rui Wang Yuhan Qiu Yang Zhang Huadong Ma 22 2 0 01 Dec 2023
Unleashing the Power of Prompt-driven Nucleus Instance Segmentation Zhongyi Shui Yunlong Zhang Kai Yao Chenglu Zhu Sunyi Zheng Jingxiong Li Honglin Li Yuxuan Sun Ruizhe Guo Lin Yang 38 10 0 27 Nov 2023
Evaluating Supervision Levels Trade-Offs for Infrared-Based People Counting David Latortue Moetez Kdayem F. Guerrero-Peña Eric Granger M. Pedersoli 16 0 0 20 Nov 2023