Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection

4 August 2017

Papers citing "Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection"

50 / 266 papers shown

Title
Randomness In Neural Network Training: Characterizing The Impact of Tooling Donglin Zhuang Xingyao Zhang Shuaiwen Leon Song Sara Hooker 25 75 0 22 Jun 2021
Learning to Track Object Position through Occlusion Satyaki Chakraborty M. Hebert 20 4 0 20 Jun 2021
A Random CNN Sees Objects: One Inductive Bias of CNN and Its Applications Yun Cao Jianxin Wu SSL 31 26 0 17 Jun 2021
Survey: Image Mixing and Deleting for Data Augmentation Humza Naveed Saeed Anwar Munawar Hayat Kashif Javed Ajmal Mian 38 78 0 13 Jun 2021
Generative adversarial network with object detector discriminator for enhanced defect detection on ultrasonic B-scans Luka Posilović D. Medak M. Subašić M. Budimir Sven Lončarić MedIm 30 30 0 08 Jun 2021
Region-aware Adaptive Instance Normalization for Image Harmonization Jun Ling Han Xue Li-Na Song Rong Xie Xiao Gu 23 122 0 05 Jun 2021
Training Domain-invariant Object Detector Faster with Feature Replay and Slow Learner Chaehyeon Lee Junghoon Seo Heechul Jung 13 2 0 31 May 2021
TabAug: Data Driven Augmentation for Enhanced Table Structure Recognition U. Khan Sohaib Zahid Muhammad Asad Ali A. Ul-Hasan Faisal Shafait LMTD 19 7 0 29 Apr 2021
ZePHyR: Zero-shot Pose Hypothesis Rating Brian Okorn Qiao Gu M. Hebert David Held 47 28 0 28 Apr 2021
Exploring 2D Data Augmentation for 3D Monocular Object Detection K. Santhakumar B. R. Kiran T. Gauthier Nit Tiruchirappalli Sastra University S. Yogamani 3DPC 29 7 0 21 Apr 2021
SI-Score: An image dataset for fine-grained analysis of robustness to object location, rotation and size Jessica Yung Rob Romijnders Alexander Kolesnikov Lucas Beyer Josip Djolonga N. Houlsby Sylvain Gelly Mario Lucic Xiaohua Zhai 29 8 0 09 Apr 2021
Synthetic training data generation for deep learning based quality inspection Pierre Gutierrez Maria Luschkova Antoine Cordier Mustafa Shukor Mona Schappert Tim Dahmen 17 20 0 07 Apr 2021
Scale-aware Automatic Augmentation for Object Detection Yukang Chen Yanwei Li Tao Kong Lu Qi Ruihang Chu Lei Li Jiaya Jia 35 49 0 31 Mar 2021
Characterizing and Improving the Robustness of Self-Supervised Learning through Background Augmentations Chaitanya K. Ryali D. Schwab Ari S. Morcos SSL 32 9 0 23 Mar 2021
Carton dataset synthesis method for domain shift based on foreground texture decoupling and replacement L. Gou Shengkai Wu Jinrong Yang Hangchen Yu Chenxi Lin Xiaoping Li Chao Deng 27 0 0 19 Mar 2021
MBAPose: Mask and Bounding-Box Aware Pose Estimation of Surgical Instruments with Photorealistic Domain Randomization Masakazu Yoshimura M. M. Marinho K. Harada M. Mitsuishi 33 5 0 15 Mar 2021
Robust 2D/3D Vehicle Parsing in CVIS Huixin Miao Feixiang Lu Zongdai Liu Liangjun Zhang Tianyi Zhou Bin Zhou 38 1 0 11 Mar 2021
Evaluating COPY-BLEND Augmentation for Low Level Vision Tasks P. Shyam S. S. Sengar Kuk-Jin Yoon Kyung-soo Kim DiffM 23 13 0 10 Mar 2021
Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation Yukun Su Rui Sun Guosheng Lin Qingyao Wu 24 117 0 02 Mar 2021
Image Compositing for Segmentation of Surgical Tools without Manual Annotations Luis C. García-Peraza-Herrera Lucas Fidon Claudia DrEttorre Danail Stoyanov Tom Kamiel Magda Vercauteren Sebastien Ourselin 20 39 0 18 Feb 2021
Instance Localization for Self-supervised Detection Pretraining Ceyuan Yang Zhirong Wu Bolei Zhou Stephen Lin ViT SSL 100 145 0 16 Feb 2021
Occluded Video Instance Segmentation: A Benchmark Jiyang Qi Yan Gao Yao Hu Xinggang Wang Xiaoyu Liu Xiang Bai Serge Belongie Alan Yuille Philip Torr S. Bai VOS VLM 27 135 0 02 Feb 2021
Occlusion Handling in Generic Object Detection: A Review Kaziwa Saleh Sándor Szénási Zoltán Vámossy ObjD 36 51 0 21 Jan 2021
Pre-training without Natural Images Hirokatsu Kataoka Kazushige Okayasu Asato Matsumoto Eisuke Yamagata Ryosuke Yamada Nakamasa Inoue Akio Nakamura Y. Satoh 79 117 0 21 Jan 2021
GeoSim: Realistic Video Simulation via Geometry-Aware Composition for Self-Driving Yun Chen Frieda Rong Shivam Duggal Shenlong Wang Xinchen Yan S. Manivasagam Shangjie Xue Ersin Yumer R. Urtasun 27 97 0 16 Jan 2021
Semi Supervised Deep Quick Instance Detection and Segmentation Ashish Kumar Laxmidhar Behera 15 12 0 16 Jan 2021
Road images augmentation with synthetic traffic signs using neural networks Anton Konushin B. Faizov V. Shakhuro GAN ViT 27 8 0 13 Jan 2021
Object Detection for Understanding Assembly Instruction Using Context-aware Data Augmentation and Cascade Mask R-CNN J. Lee S. Lee S. Back S. Shin K. Lee 22 6 0 07 Jan 2021
SyNet: An Ensemble Network for Object Detection in UAV Images Mert Albaba S. Ozer ObjD 26 32 0 23 Dec 2020
Exploring Data Augmentation for Multi-Modality 3D Object Detection Wenwei Zhang Zhe Wang Chen Change Loy 3DPC 27 24 0 23 Dec 2020
Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer Suhyeon Lee Junhyuk Hyun Hongje Seong Euntai Kim 6 46 0 23 Dec 2020
Artificial Dummies for Urban Dataset Augmentation Antonín Vobecký David Hurych Michal Uřičář P. Pérez Josef Sivic 3DH 21 15 0 15 Dec 2020
Fine-Grained Vehicle Perception via 3D Part-Guided Visual Data Augmentation Feixiang Lu Zongdai Liu Huixin Miao Peng Wang Liangjun Zhang Ruigang Yang Tianyi Zhou Bin Zhou 30 0 0 15 Dec 2020
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Huayu Chen A. Srinivas Rui Qian Nayeon Lee E. D. Cubuk Quoc V. Le Barret Zoph ISeg 252 969 0 13 Dec 2020
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis P. Katiyar Anna Khoreva 15 4 0 25 Nov 2020
End-to-End Differentiable 6DoF Object Pose Estimation with Local and Global Constraints Anshul Gupta Joydeep Medhi Aratrik Chattopadhyay Vikram Gupta 3DH 14 2 0 22 Nov 2020
"What's This?" -- Learning to Segment Unknown Objects from Manipulation Sequences W. Boerdijk M. Sundermeyer M. Durner Rudolph Triebel 19 7 0 06 Nov 2020
Deep Image Compositing He Zhang Jianming Zhang Federico Perazzi Zhe-nan Lin Vishal M. Patel 29 35 0 04 Nov 2020
Using a Supervised Method without supervision for foreground segmentation Levi Kassel M. Werman 10 1 0 26 Oct 2020
Cut-and-Paste Object Insertion by Enabling Deep Image Prior for Reshading Anand Bhattad David A. Forsyth 27 13 0 12 Oct 2020
Vision based Target Interception using Aerial Manipulation L. A. Tony Shuvrangshu Jana A. Bhise P. VarunV. S. AruulMozhiVarman V. VidyadharaB M. S. Gadde D. Ghose R. Krishnapuram 11 3 0 28 Sep 2020
BOP Challenge 2020 on 6D Object Localization Tomás Hodan M. Sundermeyer Bertram Drost Yann Labbé Eric Brachmann Frank Michel Carsten Rother Jirí Matas 3DPC 24 261 0 15 Sep 2020
Hidden Footprints: Learning Contextual Walkability from 3D Human Trails Jin Sun Hadar Averbuch-Elor Qianqian Wang Noah Snavely 8 6 0 19 Aug 2020
AutoSimulate: (Quickly) Learning Synthetic Data Generation Harkirat Singh Behl A. G. Baydin Ran Gal Philip Torr Vibhav Vineet 16 23 0 16 Aug 2020
Model Patching: Closing the Subgroup Performance Gap with Data Augmentation Karan Goel Albert Gu Yixuan Li Christopher Ré 16 118 0 15 Aug 2020
Learning Stereo from Single Images Jamie Watson Oisin Mac Aodha Daniyar Turmukhambetov Gabriel J. Brostow Michael Firman 19 69 0 04 Aug 2020
Deep Traffic Sign Detection and Recognition Without Target Domain Real Images Lucas Tabelini Rodrigo Berriel T. M. Paixão Alberto F. de Souza C. Badue N. Sebe Thiago Oliveira-Santos 26 5 0 30 Jul 2020
Self-supervised Neural Audio-Visual Sound Source Localization via Probabilistic Spatial Modeling Yoshiki Masuyama Yoshiaki Bando Kohei Yatabe Y. Sasaki Masaki Onishi Yasuhiro Oikawa SSL 50 13 0 28 Jul 2020
On Robustness and Transferability of Convolutional Neural Networks Josip Djolonga Jessica Yung Michael Tschannen Rob Romijnders Lucas Beyer ... D. Moldovan Sylvain Gelly N. Houlsby Xiaohua Zhai Mario Lucic OOD 13 154 0 16 Jul 2020
ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning Viktor Olsson Wilhelm Tranheden Juliano Pinto Lennart Svensson 24 330 0 15 Jul 2020