Towards Using Count-level Weak Supervision for Crowd Counting

29 February 2020

Lingqiao Liu

Papers citing "Towards Using Count-level Weak Supervision for Crowd Counting"

29 / 29 papers shown

Title
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 117 0 0 18 Apr 2025
Vision Transformers for Weakly-Supervised Microorganism Enumeration Javier Ureña Santiago Thomas Ströhle Antonio Rodríguez-Sánchez Ruth Breu ViT 138 0 0 03 Dec 2024
Dense Center-Direction Regression for Object Counting and Localization with Point Supervision Domen Tabernik Jon Muhovič D. Skočaj 3DPC 65 5 0 26 Aug 2024
CountFormer: Multi-View Crowd Counting Transformer Hong Mo Xiong Zhang Jianchao Tan Cheng Yang Qiong Gu Bo Hang Wenqi Ren 104 2 0 02 Jul 2024
CLIP-EBC: CLIP Can Count Accurately through Enhanced Blockwise Classification Yiming Ma Victor Sanchez T. Guha 106 4 0 14 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 74 3 0 23 Feb 2024
Counting Manatee Aggregations using Deep Neural Networks and Anisotropic Gaussian Kernel Zhiqiang Wang Yiran Pang Cihan Ulus Xingquan Zhu 57 3 0 04 Nov 2023
Automatic counting of planting microsites via local visual detection and global count estimation Ahmed Zgaren W. Bouachir Nizar Bouguila 15 2 0 01 Nov 2023
Semi-Supervised Crowd Counting with Contextual Modeling: Facilitating Holistic Understanding of Crowd Scenes Yifei Qian Xiaopeng Hong Zhongliang Guo Ognjen Arandjelović Carl R. Donovan 141 8 0 16 Oct 2023
Visual Crowd Analysis: Open Research Problems Muhammad Asif Khan Hamid Menouar R. Hamila HAI 79 6 0 21 Aug 2023
TreeFormer: a Semi-Supervised Transformer-based Framework for Tree Counting from a Single High Resolution Image H. A. Amirkolaee Miaojing Shi Mark Mulligan ViT 52 16 0 12 Jul 2023
CrowdCLIP: Unsupervised Crowd Counting via Vision-Language Model Dingkang Liang Jiahao Xie Zhikang Zou Xiaoqing Ye Wei Xu Xiang Bai SSL CLIP VLM 109 57 0 09 Apr 2023
$CrowdDiff$ : Multi-hypothesis Crowd Density Estimation using Diffusion Models Y. Ranasinghe Nithin Gopalakrishnan Nair W. G. C. Bandara Vishal M. Patel DiffM 66 11 0 22 Mar 2023
GCNet: Probing Self-Similarity Learning for Generalized Counting Network Mingjie Wang Yande Li Jun Zhou Graham W. Taylor Minglun Gong 98 14 0 10 Feb 2023
Counting Like Human: Anthropoid Crowd Counting on Modeling the Similarity of Objects Qi. Wang Juncheng Wang Junyuan Gao Yuan. Yuan Xuelong Li 95 2 0 02 Dec 2022
Novel 3D Scene Understanding Applications From Recurrence in a Single Image Shimian Zhang Skanda Bharadwaj Keaton Kraiger Yashasvi Asthana Hong Zhang R. Collins Yanxi Liu 121 1 0 14 Oct 2022
Revisiting Crowd Counting: State-of-the-art, Trends, and Future Perspectives Muhammad Asif Khan Hamid Menouar R. Hamila HAI 113 59 0 14 Sep 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 56 5 0 29 May 2022
Learning to Count Anything: Reference-less Class-agnostic Counting with Weak Supervision Michael A. Hobley V. Prisacariu 126 42 0 20 May 2022
CrowdMLP: Weakly-Supervised Crowd Counting via Multi-Granularity MLP Mingjie Wang Jun Zhou Hao Cai Minglun Gong 72 33 0 15 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 107 19 0 12 Mar 2022
Counting with Adaptive Auxiliary Learning Y. Meng J. Bridge Meng Wei Yitian Zhao Yihong Qiao Xiaoyun Yang Xiaowei Huang Yalin Zheng 84 4 0 08 Mar 2022
CrowdFormer: Weakly-supervised Crowd counting with Improved Generalizability Siddharth Singh Savner Vivek Kanhangad ViT 81 34 0 07 Mar 2022
Reinforcing Local Feature Representation for Weakly-Supervised Dense Crowd Counting Xiaoshuang Chen Hongtao Lu SSL 69 6 0 22 Feb 2022
CCTrans: Simplifying and Improving Crowd Counting with Transformer Ye Tian Xiangxiang Chu Hongpeng Wang ViT 77 80 0 29 Sep 2021
Rethinking Global Context in Crowd Counting Guolei Sun Yun-Hai Liu Thomas Probst D. Paudel Nikola Popovic Luc Van Gool ViT 75 17 0 23 May 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 143 22 0 31 Dec 2020
Hierarchical Paired Channel Fusion Network for Street Scene Change Detection Yinjie Lei Duo Peng Pingping Zhang Qiuhong Ke Haifeng Li 78 75 0 19 Oct 2020
Semi-Supervised Crowd Counting via Self-Training on Surrogate Tasks Yan Liu Lingqiao Liu Peng Wang Pingping Zhang Yinjie Lei SSL 64 77 0 07 Jul 2020