Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation

24 May 2018

Papers citing "Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation"

50 / 99 papers shown

Title
PoseSyn: Synthesizing Diverse 3D Pose Data from In-the-Wild 2D Data ChangHee Yang H. Song Seokhun Choi Seungwoo Lee Jaechul Kim Hoseok Do 43 0 0 17 Mar 2025
Occluded Human Pose Estimation based on Limb Joint Augmentation Gangtao Han Chunxiao Song Song Wang Hao Wang Enqing Chen Guanghui Wang 3DH 35 1 0 13 Oct 2024
ARoFace: Alignment Robustness to Improve Low-Quality Face Recognition Mohammad Saeed Ebrahimi Saadabadi Sahar Rahimi Malakshan Ali Dabouei Nasser M. Nasrabadi CVBM AAML 24 4 0 20 Jul 2024
Active Human Pose Estimation via an Autonomous UAV Agent Jingxi Chen Botao He Chahat Deep Singh Cornelia Fermuller Yiannis Aloimonos 26 2 0 01 Jul 2024
Occlusion Handling in 3D Human Pose Estimation with Perturbed Positional Encoding Niloofar Azizi Mohsen Fayyaz Horst Bischof 29 0 0 27 May 2024
How to Augment for Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models? Engin Uzun Erdem Akagündüz 30 0 0 10 May 2024
Automated data processing and feature engineering for deep learning and big data applications: a survey A. Mumuni F. Mumuni TPM 35 47 0 18 Mar 2024
A survey of synthetic data augmentation methods in computer vision A. Mumuni F. Mumuni N. K. Gerrar 34 19 0 15 Mar 2024
Data Augmentation in Human-Centric Vision Wentao Jiang Yige Zhang Shaozhong Zheng Si Liu Shuicheng Yan 36 1 0 13 Mar 2024
Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods A. Mumuni F. Mumuni 60 4 0 13 Mar 2024
A survey and classification of face alignment methods based on face models Jagmohan Meher Hector Allende-Cid Torbjörn E. M. Nordling CVBM 18 3 0 06 Nov 2023
Human Pose-based Estimation, Tracking and Action Recognition with Deep Learning: A Survey Lijuan Zhou Xiang Meng Zhihuan Liu Mengqi Wu Zhimin Gao Pichao Wang 32 3 0 19 Oct 2023
Multimodal Active Measurement for Human Mesh Recovery in Close Proximity Takahiro Maeda Keisuke Takeshita Norimichi Ukita Kazuhito Tanaka 18 0 0 12 Oct 2023
Improving 2D Human Pose Estimation in Rare Camera Views with Synthetic Data Miroslav Purkrábek Jivrí Matas 17 2 0 13 Jul 2023
Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain Generalization Yumeng Li Dan Zhang M. Keuper Anna Khoreva 38 10 0 02 Jul 2023
A Survey on Deep Learning-Based Monocular Spacecraft Pose Estimation: Current State, Limitations and Prospects Leo Pauly Wassim Rharbaoui Carl Shneider A. Rathinam Vincent Gaudillière Djamila Aouada 26 44 0 12 May 2023
Use the Detection Transformer as a Data Augmenter Luping Wang B. Liu ViT 11 0 0 10 Apr 2023
Are Data-driven Explanations Robust against Out-of-distribution Data? Tang Li Fengchun Qiao Mengmeng Ma Xiangkai Peng OODD OOD 28 10 0 29 Mar 2023
Human Pose as Compositional Tokens Zigang Geng Chunyu Wang Yixuan Wei Ze Liu Houqiang Li Han Hu 23 47 0 21 Mar 2023
On Implicit Bias in Overparameterized Bilevel Optimization Paul Vicol Jon Lorraine Fabian Pedregosa D. Duvenaud Roger C. Grosse AI4CE 8 36 0 28 Dec 2022
Intra-Source Style Augmentation for Improved Domain Generalization Yumeng Li Dan Zhang M. Keuper Anna Khoreva 21 32 0 18 Oct 2022
PoseTrans: A Simple Yet Effective Pose Transformation Augmentation for Human Pose Estimation Wentao Jiang Sheng Jin Wentao Liu Chao Qian Ping Luo Sishuo Liu ViT 30 23 0 16 Aug 2022
Explicit Occlusion Reasoning for Multi-person 3D Human Pose Estimation Qihao Liu Yi Zhang S. Bai Alan Yuille 29 18 0 29 Jul 2022
DH-AUG: DH Forward Kinematics Model Driven Augmentation for 3D Human Pose Estimation Linzhi Huang Jiahao Liang Weihong Deng 19 11 0 19 Jul 2022
A Survey of Automated Data Augmentation Algorithms for Deep Learning-based Image Classification Tasks Z. Yang Richard Sinnott James Bailey Qiuhong Ke 16 39 0 14 Jun 2022
2D Human Pose Estimation: A Survey Haoming Chen Runyang Feng Sifan Wu Hao Xu F. Zhou Zhenguang Liu 3DH 21 55 0 15 Apr 2022
3D Human Pose Estimation Using Möbius Graph Convolutional Networks Niloofar Azizi Horst Possegger Emanuele Rodolà Horst Bischof 3DH 20 10 0 20 Mar 2022
LAS-AT: Adversarial Training with Learnable Attack Strategy Xiaojun Jia Yong Zhang Baoyuan Wu Ke Ma Jue Wang Xiaochun Cao AAML 36 131 0 13 Mar 2022
TeachAugment: Data Augmentation Optimization Using Teacher Knowledge Teppei Suzuki ViT 11 48 0 25 Feb 2022
Video2IMU: Realistic IMU features and signals from videos Arttu Lämsä Jaakko Tervonen Jussi Liikka Constantino Álvarez Casado Miguel Bordallo López 9 5 0 14 Feb 2022
BdSL36: A Dataset for Bangladeshi Sign Letters Recognition Oishee Bintey Hoque Mohammad Imrul Jubair A. Akash Md. Saiful Islam 13 11 0 02 Oct 2021
Single Person Pose Estimation: A Survey Feng Zhang Xiatian Zhu Chen Wang 30 8 0 21 Sep 2021
Semantic Perturbations with Normalizing Flows for Improved Generalization Oğuz Kaan Yüksel Sebastian U. Stich Martin Jaggi Tatjana Chavdarova AAML 13 10 0 18 Aug 2021
Out-of-Domain Generalization from a Single Source: An Uncertainty Quantification Approach Xi Peng Fengchun Qiao Long Zhao OOD 37 34 0 05 Aug 2021
Deep Iterative 2D/3D Registration Srikrishna Jaganathan Jian Wang A. Borsdorf Karthik Shetty Andreas K. Maier 3DPC 17 12 0 21 Jul 2021
The Imaginative Generative Adversarial Network: Automatic Data Augmentation for Dynamic Skeleton-Based Hand Gesture and Human Action Recognition Junxiao Shen John J. Dudley Per Ola Kristensson SLR GAN 25 23 0 27 May 2021
When Human Pose Estimation Meets Robustness: Adversarial Algorithms and Benchmarks Jiahang Wang Sheng Jin Wentao Liu Weizhong Liu Chao Qian Ping Luo AAML 11 56 0 13 May 2021
Recent Advances in Monocular 2D and 3D Human Pose Estimation: A Deep Learning Perspective Wu Liu Qian Bao Yu Sun Tao Mei 3DH 16 162 0 23 Apr 2021
Free-form tumor synthesis in computed tomography images via richer generative adversarial network Qiangguo Jin Hui Cui Changming Sun Zhaopeng Meng R. Su GAN MedIm 22 44 0 20 Apr 2021
Bottom-Up Human Pose Estimation Via Disentangled Keypoint Regression Zigang Geng Ke Sun Bin Xiao Zhaoxiang Zhang Jingdong Wang 3DH 16 242 0 06 Apr 2021
Uncertainty-guided Model Generalization to Unseen Domains Fengchun Qiao Xi Peng OOD UQCV 8 59 0 12 Mar 2021
Deep Learning-Based Human Pose Estimation: A Survey Ce Zheng Wenhan Wu C. L. P. Chen Taojiannan Yang Sijie Zhu Ju Shen N. Kehtarnavaz M. Shah 3DH 98 563 0 24 Dec 2020
ResizeMix: Mixing Data with Preserved Object Information and True Labels Jie Qin Jiemin Fang Qian Zhang Wenyu Liu Xingang Wang Xinggang Wang 13 81 0 21 Dec 2020
Efficient Human Pose Estimation by Learning Deeply Aggregated Representations Zhengxiong Luo Zhicheng Wang Yuanhao Cai Guanán Wang Yan Huang Liang Wang Erjin Zhou T. Tan Jian-jun Sun 3DH 14 10 0 13 Dec 2020
Dependency Decomposition and a Reject Option for Explainable Models Jan Kronenberger Anselm Haselhoff FAtt AAML 6 8 0 11 Dec 2020
UNOC: Understanding Occlusion for Embodied Presence in Virtual Reality Mathias Parger Chengcheng Tang Yuanlu Xu Christopher D. Twigg Lingling Tao Yijing Li Robert Y. Wang M. Steinberger 15 22 0 12 Nov 2020
AdaFuse: Adaptive Multiview Fusion for Accurate Human Pose Estimation in the Wild Zhe Zhang Chunyu Wang Weichao Qiu Wenhu Qin Wenjun Zeng 3DH 14 87 0 26 Oct 2020
Domain Adaptive Transfer Learning on Visual Attention Aware Data Augmentation for Fine-grained Visual Categorization Ashiq Imran V. Athitsos 16 13 0 06 Oct 2020
DecAug: Augmenting HOI Detection via Decomposition Yichen Xie Haoshu Fang Dian Shao Yong-Lu Li Cewu Lu 11 9 0 02 Oct 2020
Synthetic Convolutional Features for Improved Semantic Segmentation Yang He Bernt Schiele Mario Fritz SSeg 20 2 0 18 Sep 2020