Learning from Synthetic Data for Crowd Counting in the Wild

8 March 2019

Papers citing "Learning from Synthetic Data for Crowd Counting in the Wild"

50 / 73 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 99 0 0 31 Jan 2025
AgRegNet: A Deep Regression Network for Flower and Fruit Density Estimation, Localization, and Counting in Orchards Uddhav Bhattarai Santosh Bhusal Qin Zhang Manoj Karkee 101 1 0 20 Jan 2025
Mamba-MOC: A Multicategory Remote Object Counting via State Space Model Peng Liu Sen Lei Heng-Chao Li Mamba 48 1 0 12 Jan 2025
LibAFL-DiFuzz: Advanced Architecture Enabling Directed Fuzzing Darya Parygina Timofey Mezhuev D. Kuts 36 0 0 26 Dec 2024
Improving Object Detection by Modifying Synthetic Data with Explainable AI Nitish Mital Simon Malzard Richard Walters Celso M. De Melo Raghuveer Rao Victoria Nockles 80 0 0 02 Dec 2024
Analysis of Classifier Training on Synthetic Data for Cross-Domain Datasets Andoni Cortés Clemente Rodríguez G. Velez Javier Barandiarán Marcos Nieto 41 13 0 30 Oct 2024
Boosting Adverse Weather Crowd Counting via Multi-queue Contrastive Learning Tianhang Pan Zhuoran Zheng 64 0 0 12 Aug 2024
Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language Yicheng Chen Xiangtai Li Yining Li Yanhong Zeng Jianzong Wu Xiangyu Zhao Kai Chen VLM DiffM 56 3 0 28 Jun 2024
ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces Yusuke Akamatsu Terumi Umematsu Hitoshi Imaoka Shizuko Gomi Hideo Tsurushima 94 0 0 25 May 2024
Vehicle Perception from Satellite Bin Zhao Pengfei Han Xuelong Li 19 7 0 01 Feb 2024
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 31 18 0 03 Oct 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
Joint one-sided synthetic unpaired image translation and segmentation for colorectal cancer prevention Enric Moreu Eric Arazo Kevin McGuinness Noel E. O'Connor MedIm 32 2 0 20 Jul 2023
Development of a Realistic Crowd Simulation Environment for Fine-grained Validation of People Tracking Methods P. Foszner Agnieszka Szczęsna Luca Ciampi Nicola Messina Adam Cygan Bartosz Bizoń M. Cogiel Dominik Golba E. Macioszek M. Staniszewski 26 5 0 26 Apr 2023
Bent & Broken Bicycles: Leveraging synthetic data for damaged object re-identification Luca Piano F. G. Pratticó Alessandro Sebastian Russo Lorenzo Lanari Lia Morra Fabrizio Lamberti 34 1 0 16 Apr 2023
Density Map Distillation for Incremental Object Counting Chenshen Wu Joost van de Weijer 24 2 0 11 Apr 2023
Semi-supervised Large-scale Fiber Detection in Material Images with Synthetic Data Lan Fu Zhiyuan Liu Jinlong Li Jeff P. Simmons Hongkai Yu Song Wang 27 0 0 10 Feb 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
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
Synthetic Data Supervised Salient Object Detection Zhenyu Wu Lin Wang Wei Wang Tengfei Shi Chenglizhao Chen Aimin Hao Shuo Li 29 22 0 25 Oct 2022
Synthesizing Annotated Image and Video Data Using a Rendering-Based Pipeline for Improved License Plate Recognition Andreas Spruck Maximilane Gruber Anatol Maier Denise Moussa Jürgen Seiler Christian Riess Andre Kaup 44 1 0 28 Sep 2022
Revisiting Crowd Counting: State-of-the-art, Trends, and Future Perspectives Muhammad Asif Khan Hamid Menouar R. Hamila HAI 31 56 0 14 Sep 2022
Synthetic Data in Human Analysis: A Survey Indu Joshi Marcel Grimmer Christian Rathgeb Christoph Busch F. Brémond A. Dantcheva 35 46 0 19 Aug 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
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 J. Z. Wang Fei-Yue Wang Junping Zhang 30 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 24 10 0 15 Apr 2022
Crowd counting with segmentation attention convolutional neural network Jiwei Chen Zengfu Wang 11 7 0 15 Apr 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 37 19 0 12 Mar 2022
CrowdFormer: Weakly-supervised Crowd counting with Improved Generalizability Siddharth Singh Savner Vivek Kanhangad ViT 19 31 0 07 Mar 2022
Attribute Descent: Simulating Object-Centric Datasets on the Content Level and Beyond Yue Yao Liang Zheng Xiaodong Yang Milind Napthade Tom Gedeon 26 17 0 28 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
Collision Detection: An Improved Deep Learning Approach Using SENet and ResNext Aloukik Aditya Li Zhou Hrishika Vachhani Dhivya Chandrasekaran Vijay K. Mago 21 9 0 13 Jan 2022
View Birdification in the Crowd: Ground-Plane Localization from Perceived Movements Mai Nishimura S. Nobuhara Ko Nishino 43 3 0 09 Nov 2021
SEDML: Securely and Efficiently Harnessing Distributed Knowledge in Machine Learning Yansong Gao Qun Li Yifeng Zheng Guohong Wang Jiannan Wei Mang Su 29 3 0 26 Oct 2021
CCTrans: Simplifying and Improving Crowd Counting with Transformer Ye Tian Xiangxiang Chu Hongpeng Wang ViT 21 75 0 29 Sep 2021
Less is More: Learning from Synthetic Data with Fine-grained Attributes for Person Re-Identification Suncheng Xiang Dahong Qian Mengyuan Guan Binghai Yan Guanjie You Ting Liu Yuzhuo Fu AI4TS 26 31 0 22 Sep 2021
SynFace: Face Recognition with Synthetic Data Haibo Qiu Baosheng Yu Dihong Gong Zhifeng Li Wei Liu Dacheng Tao 24 124 0 18 Aug 2021
Fine-grained Domain Adaptive Crowd Counting via Point-derived Segmentation Yongtuo Liu Dan Xu Sucheng Ren Han-Zhen Wu Hongmin Cai Shengfeng He 31 10 0 06 Aug 2021
Coarse to Fine: Domain Adaptive Crowd Counting via Adversarial Scoring Network Zhikang Zou Xiaoye Qu Pan Zhou Shuangjie Xu Xiaoqing Ye Wenhao Wu Jinxing Ye 27 32 0 27 Jul 2021
Region-Aware Network: Model Human's Top-Down Visual Perception Mechanism for Crowd Counting Yuehai Chen Jing Yang Dong-Ming Zhang Anton van den Hengel Badong Chen S. Du 13 17 0 23 Jun 2021
Let There be Light: Improved Traffic Surveillance via Detail Preserving Night-to-Day Transfer Lan Fu Hongkai Yu Felix Juefei Xu Jinlong Li Qing-Wu Guo Song Wang ViT 36 33 0 11 May 2021
Human-Aided Saliency Maps Improve Generalization of Deep Learning Aidan Boyd Kevin W. Bowyer A. Czajka AAML 29 25 0 07 May 2021
Motion-guided Non-local Spatial-Temporal Network for Video Crowd Counting Haoyue Bai Shueng-Han Gary Chan 21 5 0 28 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
Leveraging Self-Supervision for Cross-Domain Crowd Counting Weizhe Liu N. Durasov Pascal Fua 22 40 0 30 Mar 2021
Focal Inverse Distance Transform Maps for Crowd Localization Dingkang Liang Wei Xu Yingying Zhu Yu Zhou 18 117 0 16 Feb 2021
VersatileGait: A Large-Scale Synthetic Gait Dataset with Fine-GrainedAttributes and Complicated Scenarios Huanzhang Dou Wenhu Zhang Pengyi Zhang Yuhan Zhao Songyuan Li Zequn Qin Fei Wu Lin Dong Xi Li SLR 48 16 0 05 Jan 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 44 22 0 31 Dec 2020