Looking Beyond Appearances: Synthetic Training Data for Deep CNNs in Re-identification

11 January 2017

Igor Barros Barbosa

Marco Cristani

Barbara Caputo

Aleksander Rognhaugen

T. Theoharis

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Papers citing "Looking Beyond Appearances: Synthetic Training Data for Deep CNNs in Re-identification"

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Title
A Comprehensive Survey on Data Augmentation Zaitian Wang Pengfei Wang Kunpeng Liu Pengyang Wang Yanjie Fu Chang-Tien Lu Charu Aggarwal Jian Pei Yuanchun Zhou ViT 111 23 0 15 May 2024
Human Image Generation: A Comprehensive Survey Zhen Jia Zhang Zhang Liangsheng Wang Tieniu Tan EGVM 3DH VGen 46 5 0 17 Dec 2022
A Masked Face Classification Benchmark on Low-Resolution Surveillance Images Federico Cunico Andrea Toaiari Marco Cristani PICV CVBM 13 1 0 23 Nov 2022
Is Synthetic Dataset Reliable for Benchmarking Generalizable Person Re-Identification? Cuicui Kang 18 2 0 12 Sep 2022
Synthetic Data in Human Analysis: A Survey Indu Joshi Marcel Grimmer Christian Rathgeb Christoph Busch Francois Bremond A. Dantcheva 45 46 0 19 Aug 2022
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification Yanan Wang Xuezhi Liang Tianran Ouyang DiffM 29 24 0 06 Apr 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
TAGPerson: A Target-Aware Generation Pipeline for Person Re-identification Kai Chen Weihua Chen Tao He Rong Du Fan Wang Xiuyu Sun Yuchen Guo Guiguang Ding 34 8 0 28 Dec 2021
Less is More: Learning from Synthetic Data with Fine-grained Attributes for Person Re-Identification Suncheng Xiang Xiaobo Li Mengyuan Guan Binghai Yan Guanjie You Ting Liu Yuzhuo Fu AI4TS 31 32 0 22 Sep 2021
Surpassing Real-World Source Training Data: Random 3D Characters for Generalizable Person Re-Identification Yanan Wang Tianran Ouyang Ling Shao 28 86 0 23 Jun 2020
From Real to Synthetic and Back: Synthesizing Training Data for Multi-Person Scene Understanding Igor Kviatkovsky Nadav Bhonker Gérard Medioni 33 3 0 03 Jun 2020
Learning Multi-Human Optical Flow Anurag Ranjan David T. Hoffmann Dimitrios Tzionas Siyu Tang Javier Romero Michael J. Black 3DH 19 43 0 24 Oct 2019
ClearGrasp: 3D Shape Estimation of Transparent Objects for Manipulation Shreeyak S. Sajjan M. Moore Mike Pan Ganesh Nagaraja Johnny Lee Andy Zeng Shuran Song 3DPC 24 220 0 06 Oct 2019
Texture Retrieval in the Wild through detection-based attributes Christian Joppi Marco Godi Andrea Giachetti F. Pellacini Marco Cristani 3DV OOD 22 0 0 29 Aug 2019
Learning Deep Representations by Mutual Information for Person Re-identification Peng Chen Tong Jia Pengfei Wu Jianjun Wu Dongyue Chen SSL 33 5 0 16 Aug 2019
Exploring Uncertainty in Conditional Multi-Modal Retrieval Systems Ahmed Taha Yi-Ting Chen Xitong Yang Teruhisa Misu L. Davis UQCV 30 9 0 23 Jan 2019
The RobotriX: An eXtremely Photorealistic and Very-Large-Scale Indoor Dataset of Sequences with Robot Trajectories and Interactions Alberto Garcia-Garcia P. Martinez-Gonzalez Sergiu Oprea John Alejandro Castro-Vargas Sergio Orts Jose Garcia-Rodriguez Alvaro Jover-Alvarez VGen 30 34 0 19 Jan 2019
Dissecting Person Re-identification from the Viewpoint of Viewpoint Xiaoxiao Sun Liang Zheng 24 222 0 05 Dec 2018
Batch DropBlock Network for Person Re-identification and Beyond Zuozhuo Dai Mingqiang Chen Xiaodong Gu Siyu Zhu Ping Tan OOD 18 246 0 17 Nov 2018
SCPNet: Spatial-Channel Parallelism Network for Joint Holistic and Partial Person Re-Identification Xing Fan Hao Luo Xuan Zhang Lingxiao He Chi Zhang Wei Jiang 22 91 0 16 Oct 2018
An Evaluation of Deep CNN Baselines for Scene-Independent Person Re-Identification P. Marchwica Michael Jamieson P. Siva 3DPC BDL 30 6 0 16 May 2018
Features for Multi-Target Multi-Camera Tracking and Re-Identification Ergys Ristani Carlo Tomasi VOT 43 518 0 28 Mar 2018
Three Dimensional Fluorescence Microscopy Image Synthesis and Segmentation Chichen Fu Soonam Lee D. J. Ho Shuo Han P. Salama K. Dunn Edward J. Delp 3DV MedIm 14 63 0 22 Jan 2018
Beyond Part Models: Person Retrieval with Refined Part Pooling (and a Strong Convolutional Baseline) Yifan Sun Liang Zheng Yi Yang Q. Tian Shengjin Wang 69 2,164 0 26 Nov 2017
Person Recognition in Personal Photo Collections Seong Joon Oh Rodrigo Benenson Mario Fritz Bernt Schiele CVBM 334 9 0 09 Oct 2017
Improving Person Re-identification by Attribute and Identity Learning Yutian Lin Liang Zheng Zhedong Zheng Yu Wu Zhilan Hu Chenggang Yan Yi Yang 45 816 0 21 Mar 2017
SVDNet for Pedestrian Retrieval Yifan Sun Liang Zheng Weijian Deng Shengjin Wang 36 770 0 16 Mar 2017