CNN-based Density Estimation and Crowd Counting: A Survey

28 March 2020

Qingjie Liu

Yunhong Wang

Papers citing "CNN-based Density Estimation and Crowd Counting: A Survey"

49 / 49 papers shown

Title
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 97 0 0 31 Jan 2025
Bio-inspired visual relative localization for large swarms of UAVs Martin Křížek Matouš Vrba Antonella Barišić Kulaš Stjepan Bogdan M. Saska 64 0 0 03 Dec 2024
Accelerating Deep Learning with Fixed Time Budget Muhammad Asif Khan R. Hamila Hamid Menouar 23 0 0 03 Oct 2024
Scale-Aware Crowd Count Network with Annotation Error Correction Yi-Kuan Hsieh Jun-Wei Hsieh Yu-Chee Tseng Ming-Ching Chang Li Xin 14 0 0 28 Dec 2023
Counting Manatee Aggregations using Deep Neural Networks and Anisotropic Gaussian Kernel Zhiqiang Wang Yiran Pang Cihan Ulus Xingquan Zhu 19 3 0 04 Nov 2023
Visual Crowd Analysis: Open Research Problems Muhammad Asif Khan Hamid Menouar R. Hamila HAI 17 6 0 21 Aug 2023
Fine-Grained Property Value Assessment using Probabilistic Disaggregation Cohen Archbold Benjamin Brodie Aram Ansary Ogholbake Nathan Jacobs 17 0 0 31 May 2023
Accurate Gigapixel Crowd Counting by Iterative Zooming and Refinement Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis 12 0 0 16 May 2023
PromptMix: Text-to-image diffusion models enhance the performance of lightweight networks Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis VLM DiffM 29 3 0 30 Jan 2023
Density-based clustering with fully-convolutional networks for crowd flow detection from drones Giovanna Castellano Eugenio Cotardo Corrado Mencar G. Vessio 11 13 0 12 Jan 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 35 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 30 5 0 22 Dec 2022
Revisiting Crowd Counting: State-of-the-art, Trends, and Future Perspectives Muhammad Asif Khan Hamid Menouar R. Hamila HAI 21 56 0 14 Sep 2022
Crowd Counting on Heavily Compressed Images with Curriculum Pre-Training Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis 17 1 0 15 Aug 2022
Efficient High-Resolution Deep Learning: A Survey Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis MedIm 14 17 0 26 Jul 2022
Analysis of the Effect of Low-Overhead Lossy Image Compression on the Performance of Visual Crowd Counting for Smart City Applications Arian Bakhtiarnia Błażej Leporowski Lukas Esterle Alexandros Iosifidis 16 4 0 20 Jul 2022
Fine-Grained Counting with Crowd-Sourced Supervision Justin Kay C. Foley T. Hart 4 3 0 23 May 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 35 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 16 4 0 08 Mar 2022
Multiscale Crowd Counting and Localization By Multitask Point Supervision Mohsen Zand Haleh Damirchi A. Farley Mahdiyar Molahasani Michael A. Greenspan Ali Etemad 3DPC 24 31 0 21 Feb 2022
TAFNet: A Three-Stream Adaptive Fusion Network for RGB-T Crowd Counting Haihan Tang Yi Wang Lap-Pui Chau 23 40 0 17 Feb 2022
Harnessing Perceptual Adversarial Patches for Crowd Counting Shunchang Liu Jiakai Wang Aishan Liu Yingwei Li Yijie Gao Xianglong Liu Dacheng Tao AAML 12 41 0 16 Sep 2021
Fine-grained Domain Adaptive Crowd Counting via Point-derived Segmentation Yongtuo Liu Dan Xu Sucheng Ren Han-Zhen Wu Hongmin Cai Shengfeng He 24 10 0 06 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 13 2 0 06 Aug 2021
Uniformity in Heterogeneity:Diving Deep into Count Interval Partition for Crowd Counting Changan Wang Qingyu Song Boshen Zhang Yabiao Wang Ying Tai Xuyi Hu Chengjie Wang Jilin Li Jiayi Ma Yang Wu 18 38 0 27 Jul 2021
VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results Dawei Du Longyin Wen Pengfei Zhu Heng Fan Q. Hu ... Zhenyu Xu Zhijian Zhao Zhipeng Luo Zhiwei Wei Zhiyuan Zhao 23 16 0 19 Jul 2021
Video Crowd Localization with Multi-focus Gaussian Neighborhood Attention and a Large-Scale Benchmark Haopeng Li Lingbo Liu Kunlin Yang Shinan Liu Junyuan Gao Bin Zhao Rui Zhang Jun Hou 39 14 0 19 Jul 2021
Multi-Exit Vision Transformer for Dynamic Inference Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis 28 26 0 29 Jun 2021
Single-Layer Vision Transformers for More Accurate Early Exits with Less Overhead Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis 25 35 0 19 May 2021
Deep learning with self-supervision and uncertainty regularization to count fish in underwater images Penny Tarling M. Cantor Albert Clapés Sergio Escalera 56 35 0 30 Apr 2021
Dense Point Prediction: A Simple Baseline for Crowd Counting and Localization Yi Wang Xinyu Hou Lap-Pui Chau 3DPC 21 24 0 26 Apr 2021
Multi-Scale Context Aggregation Network with Attention-Guided for Crowd Counting Xin Wang Yang Zhao Tangwen Yang Q. Ruan 13 18 0 06 Apr 2021
Generalization capabilities of translationally equivariant neural networks S. S. Krishna Chaitanya Bulusu Matteo Favoni A. Ipp David I. Müller Daniel Schuh AI4CE 11 20 0 26 Mar 2021
RCT: Resource Constrained Training for Edge AI Tian Huang Tao Luo Ming Yan Joey Tianyi Zhou Rick Siow Mong Goh 17 8 0 26 Mar 2021
WheatNet: A Lightweight Convolutional Neural Network for High-throughput Image-based Wheat Head Detection and Counting S. Khaki N. Safaei Hieu H. Pham Lizhi Wang 8 92 0 17 Mar 2021
Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting Lingbo Liu Jiaqi Chen Hefeng Wu Guanbin Li Chenglong Li Liang Lin 51 109 0 08 Dec 2020
Learning Independent Instance Maps for Crowd Localization Junyu Gao Tao Han Qi. Wang Yuan. Yuan Xuelong Li 22 41 0 08 Dec 2020
PSGCNet: A Pyramidal Scale and Global Context Guided Network for Dense Object Counting in Remote Sensing Images Guangshuai Gao Qingjie Liu Zhenghui Hu Lu Li Qi Wen Yunhong Wang 31 31 0 07 Dec 2020
Counting People by Estimating People Flows Weizhe Liu Mathieu Salzmann Pascal Fua 3DH 14 32 0 01 Dec 2020
High-Throughput Image-Based Plant Stand Count Estimation Using Convolutional Neural Networks S. Khaki Hieu H. Pham Ye Han W. Kent Lizhi Wang 21 17 0 23 Oct 2020
Unsupervised Domain Adaptation For Plant Organ Counting Tewodros Ayalew Jordan R. Ubbens Ian Stavness 7 26 0 02 Sep 2020
A Self-Training Approach for Point-Supervised Object Detection and Counting in Crowds Yi Wang Junhui Hou Xinyu Hou Lap-Pui Chau 3DPC 25 88 0 25 Jul 2020
DeepCorn: A Semi-Supervised Deep Learning Method for High-Throughput Image-Based Corn Kernel Counting and Yield Estimation S. Khaki Hieu H. Pham Ye Han Andy Kuhl W. Kent Lizhi Wang 17 60 0 20 Jul 2020
Learning to Count in the Crowd from Limited Labeled Data Vishwanath A. Sindagi R. Yasarla Deepak Sam Babu R. Venkatesh Babu Vishal M. Patel 16 65 0 07 Jul 2020
JHU-CROWD++: Large-Scale Crowd Counting Dataset and A Benchmark Method Vishwanath A. Sindagi R. Yasarla Vishal M. Patel 9 222 0 07 Apr 2020
Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting Pongpisit Thanasutives Ken-ichi Fukui M. Numao B. Kijsirikul 19 63 0 12 Mar 2020
Towards Partial Supervision for Generic Object Counting in Natural Scenes Hisham Cholakkal Guolei Sun Salman Khan F. Khan Ling Shao Luc Van Gool 10 12 0 13 Dec 2019
Visual Translation Embedding Network for Visual Relation Detection Hanwang Zhang Zawlin Kyaw Shih-Fu Chang Tat-Seng Chua ViT 140 560 0 27 Feb 2017