Composition Loss for Counting, Density Map Estimation and Localization in Dense Crowds

2 August 2018

Papers citing "Composition Loss for Counting, Density Map Estimation and Localization in Dense Crowds"

50 / 114 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
HRScene: How Far Are VLMs from Effective High-Resolution Image Understanding? Yusen Zhang Wenliang Zheng Aashrith Madasu Peng Shi Ryo Kamoi ... Ranran Haoran Zhang Avitej Iyer Renze Lou Wenpeng Yin Rui Zhang 68 0 0 25 Apr 2025
A Survey on Class-Agnostic Counting: Advancements from Reference-Based to Open-World Text-Guided Approaches Luca Ciampi Ali Azmoudeh Elif Ecem Akbaba Erdi Sarıtaş Ziya Ata Yazıcı H. K. Ekenel Giuseppe Amato Fabrizio Falchi 105 0 0 31 Jan 2025
Boosting Adverse Weather Crowd Counting via Multi-queue Contrastive Learning Tianhang Pan Zhuoran Zheng 72 0 0 12 Aug 2024
VMambaCC: A Visual State Space Model for Crowd Counting Hao-Yuan Ma Li Zhang Shuai Shi Mamba 33 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 49 0 0 22 Apr 2024
CLIP-EBC: CLIP Can Count Accurately through Enhanced Blockwise Classification Yiming Ma Victor Sanchez T. Guha 46 3 0 14 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
Diffusion-based Data Augmentation for Object Counting Problems Zhen Wang Yuelei Li Jia Wan Nuno Vasconcelos 42 4 0 25 Jan 2024
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
Zero-Shot Object Counting with Language-Vision Models Jingyi Xu Hieu M. Le Dimitris Samaras VLM DiffM 35 5 0 22 Sep 2023
Interactive Class-Agnostic Object Counting Yifeng Huang Viresh Ranjan Minh Hoai 24 7 0 11 Sep 2023
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
Why Existing Multimodal Crowd Counting Datasets Can Lead to Unfulfilled Expectations in Real-World Applications M. Thissen Elke Hergenröther 25 1 0 13 Apr 2023
Crowd Counting with Sparse Annotation Shiwei Zhang Zhengzheng Wang Qing Liu Fei Wang Wei Ke Tong Zhang 29 0 0 12 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 34 53 0 09 Apr 2023
Application-Driven AI Paradigm for Person Counting in Various Scenarios Minjie Hua Yibing Nan Kai Wang 21 0 0 24 Mar 2023
Zero-shot Object Counting Jingyi Xu Hieu M. Le Vu Nguyen Viresh Ranjan Dimitris Samaras 34 42 0 03 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
HDNet: A Hierarchically Decoupled Network for Crowd Counting Chenliang Gu Changan Wang Bin-Bin Gao Jun Liu Tianliang Zhang 21 0 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
Counting Like Human: Anthropoid Crowd Counting on Modeling the Similarity of Objects Qi. Wang Juncheng Wang Junyuan Gao Yuan. Yuan Xuelong Li 33 2 0 02 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
Revisiting Crowd Counting: State-of-the-art, Trends, and Future Perspectives Muhammad Asif Khan Hamid Menouar R. Hamila HAI 34 56 0 14 Sep 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
Efficient High-Resolution Deep Learning: A Survey Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis MedIm 21 19 0 26 Jul 2022
Discrete-Constrained Regression for Local Counting Models Haipeng Xiong Angela Yao 27 24 0 20 Jul 2022
The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting Justin Kay Peter Kulits Suzanne Stathatos Siqi Deng Erik Young Sara Beery Grant Van Horn Pietro Perona 27 26 0 19 Jul 2022
Backdoor Attacks on Crowd Counting Yuhua Sun Tailai Zhang Xingjun Ma Pan Zhou Jian Lou Zichuan Xu Xing Di Yu Cheng Lichao AAML 19 15 0 12 Jul 2022
Crowd Localization from Gaussian Mixture Scoped Knowledge and Scoped Teacher Juncheng Wang Junyuan Gao Yuan. Yuan Qi. Wang 40 18 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 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
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
Forget Less, Count Better: A Domain-Incremental Self-Distillation Learning Benchmark for Lifelong Crowd Counting Jiaqi Gao Jingqi Li Hongming Shan Yanyun Qu Jianmin Wang Fei-Yue Wang Junping Zhang 40 19 0 06 May 2022
SSR-HEF: Crowd Counting with Multi-Scale Semantic Refining and Hard Example Focusing Jiwei Chen Kewei Wang Wen Su Zengfu Wang 27 10 0 15 Apr 2022
DR.VIC: Decomposition and Reasoning for Video Individual Counting Tao Han Lei Bai Junyuan Gao Qi. Wang Wanli Ouyang OT 39 23 0 23 Mar 2022
Joint CNN and Transformer Network via weakly supervised Learning for efficient crowd counting Fusen Wang Kai Liu Fei Long Nong Sang Xiaofeng Xia J. Sang ViT 40 19 0 12 Mar 2022
CrowdFormer: Weakly-supervised Crowd counting with Improved Generalizability Siddharth Singh Savner Vivek Kanhangad ViT 21 31 0 07 Mar 2022
Boosting Crowd Counting via Multifaceted Attention Hui Lin Zhiheng Ma Rongrong Ji Yaowei Wang Xiaopeng Hong 34 146 0 05 Mar 2022
Reinforcing Local Feature Representation for Weakly-Supervised Dense Crowd Counting Xiaoshuang Chen Hongtao Lu SSL 25 6 0 22 Feb 2022
Enhancing and Dissecting Crowd Counting By Synthetic Data Yi Hou Chengyang Li Yuheng Lu Liping Zhu Yuan Li Huizhu Jia Xiaodong Xie 34 10 0 22 Jan 2022
Scene-Adaptive Attention Network for Crowd Counting Xing Wei Yuanrui Kang Jihao Yang Yunfeng Qiu Dahu Shi Wenming Tan Yihong Gong ViT 27 18 0 31 Dec 2021
Towards More Effective PRM-based Crowd Counting via A Multi-resolution Fusion and Attention Network Usman Sajid Guanghui Wang 34 9 0 17 Dec 2021
Effectiveness of Detection-based and Regression-based Approaches for Estimating Mask-Wearing Ratio Khanh-Duy Nguyen H. Nguyen Trung-Nghia Le Junichi Yamagishi Isao Echizen CVBM 33 2 0 25 Nov 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 47 6 0 10 Oct 2021
CCTrans: Simplifying and Improving Crowd Counting with Transformer Ye Tian Xiangxiang Chu Hongpeng Wang ViT 21 76 0 29 Sep 2021
Audio-Visual Transformer Based Crowd Counting Usman Sajid Xiangyu Chen Hasan Sajid Taejoon Kim Guanghui Wang ViT 50 22 0 04 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 31 8 0 19 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 18 2 0 06 Aug 2021