Synthetic Data in Human Analysis: A Survey

19 August 2022

Christoph Busch

Papers citing "Synthetic Data in Human Analysis: A Survey"

30 / 30 papers shown

Title
Enhancing Strawberry Yield Forecasting with Backcasted IoT Sensor Data and Machine Learning Tewodros Alemu Ayall Andy Li Matthew Beddows Milan Markovic Georgios Leontidis 22 0 0 25 Apr 2025
Probabilistic causal graphs as categorical data synthesizers: Do they do better than Gaussian Copulas and Conditional Tabular GANs? Olha Shaposhnyk Noor Abid Mouri Zakir Svetlana Yanushkevich CML 34 0 0 15 Apr 2025
Diff-Palm: Realistic Palmprint Generation with Polynomial Creases and Intra-Class Variation Controllable Diffusion Models Jianlong Jin Chenglong Zhao Ruixin Zhang Sheng Shang Jianqing Xu ... Shaoming Wang Yang Zhao Shouhong Ding Wei Jia Yunsheng Wu 54 0 0 24 Mar 2025
Multi-Channel Cross Modal Detection of Synthetic Face Images M. Ibsen Christian Rathgeb S´ebastien Marcel C. Busch CVBM 48 1 0 31 Dec 2024
Second FRCSyn-onGoing: Winning Solutions and Post-Challenge Analysis to Improve Face Recognition with Synthetic Data Ivan Deandres-Tame Ruben Tolosana Pietro Melzi R. Vera-Rodríguez Minchul Kim ... Bernardo Biesseck Pedro Vidal Luiz Coelho Roger Granada David Menotti 67 2 0 02 Dec 2024
Vision Technologies with Applications in Traffic Surveillance Systems: A Holistic Survey Wei Zhou Lei Zhao Runyu Zhang Yifan Cui Hongpu Huang Kun Qie Chen Wang AI4TS 61 0 0 30 Nov 2024
Generating Automatically Print/Scan Textures for Morphing Attack Detection Applications Juan E. Tapia Maximilian Russo Christoph Busch 25 1 0 18 Aug 2024
The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective Zhen Qin Daoyuan Chen Wenhao Zhang Liuyi Yao Yilun Huang Bolin Ding Yaliang Li Shuiguang Deng 45 5 0 11 Jul 2024
ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces Yusuke Akamatsu Terumi Umematsu Hitoshi Imaoka Shizuko Gomi Hideo Tsurushima 86 0 0 25 May 2024
TattTRN: Template Reconstruction Network for Tattoo Retrieval Lázaro J. González Soler Maciej Salwowski Christian Rathgeb Daniel Fischer 25 1 0 13 May 2024
Synthesizing Iris Images using Generative Adversarial Networks: Survey and Comparative Analysis Shivangi Yadav Arun Ross GAN 18 1 0 26 Apr 2024
Synthesis of 3D on-air signatures with the Sigma-Lognormal model M. A. Ferrer-Ballester Moisés Díaz Cristina Carmona-Duarte J. J. Quintana R. Plamondon 8 6 0 29 Jan 2024
Temporal evolution in synthetic handwriting Cristina Carmona-Duarte M. A. Ferrer-Ballester Antonio Parziale Angelo Marcelli 16 19 0 27 Jan 2024
Training Robust Deep Physiological Measurement Models with Synthetic Video-based Data Yuxuan Ou Yuzhe Zhang Yuntang Wang Shwetak N. Patel Daniel J. McDuff Yuzhe Yang Xin Liu 26 0 0 09 Nov 2023
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 25 18 0 03 Oct 2023
GANDiffFace: Controllable Generation of Synthetic Datasets for Face Recognition with Realistic Variations Pietro Melzi Christian Rathgeb Ruben Tolosana R. Vera-Rodríguez Dominik Lawatsch Florian Domin Maxim Schaubert DiffM 8 50 0 31 May 2023
Pose Impact Estimation on Face Recognition using 3D-Aware Synthetic Data with Application to Quality Assessment Marcel Grimmer Christian Rathgeb Christoph Busch CVBM 8 4 0 01 Mar 2023
When do GANs replicate? On the choice of dataset size Qianli Feng Chen Guo Fabian Benitez-Quiroz Aleix M. Martinez 133 54 0 23 Feb 2022
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 320 1,570 0 10 Nov 2021
Playing for 3D Human Recovery Zhongang Cai Mingyuan Zhang Jiawei Ren Chen Wei Daxuan Ren Zhengyu Lin Haiyu Zhao Lei Yang Chen Change Loy Ziwei Liu 3DH 78 51 0 14 Oct 2021
Let's Play for Action: Recognizing Activities of Daily Living by Learning from Life Simulation Video Games Alina Roitberg David Schneider Aulia Djamal C. Seibold Simon Reiß Rainer Stiefelhagen 24 25 0 12 Jul 2021
Demographic Fairness in Biometric Systems: What do the Experts say? Christian Rathgeb P. Drozdowski Naser Damer Dinusha Frings Christoph Busch FaML 4 22 0 31 May 2021
InMoDeGAN: Interpretable Motion Decomposition Generative Adversarial Network for Video Generation Yaohui Wang F. Brémond A. Dantcheva VGen GAN 135 22 0 08 Jan 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 35 16 0 05 Jan 2021
Augmentation adversarial training for self-supervised speaker recognition Jaesung Huh Hee-Soo Heo Jingu Kang Shinji Watanabe Joon Son Chung SSL 42 74 0 23 Jul 2020
When Person Re-identification Meets Changing Clothes Fangbin Wan Yang Wu Xuelin Qian Yixiong Chen Yanwei Fu 100 108 0 09 Mar 2020
Demographic Bias in Biometrics: A Survey on an Emerging Challenge P. Drozdowski Christian Rathgeb A. Dantcheva N. Damer C. Busch FaML 120 199 0 05 Mar 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 203 19,191 0 21 Nov 2016
A data augmentation methodology for training machine/deep learning gait recognition algorithms Christoforos C. Charalambous Anil A. Bharath CVBM 18 43 0 24 Oct 2016