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
ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning Viktor Olsson Wilhelm Tranheden Juliano Pinto Lennart Svensson 108 342 0 15 Jul 2020
Towards Realistic 3D Embedding via View Alignment Changgong Zhang Fangneng Zhan Shijian Lu Feiying Ma Xuansong Xie 3DV 95 14 0 14 Jul 2020
Counting Out Time: Class Agnostic Video Repetition Counting in the Wild Debidatta Dwibedi Y. Aytar Jonathan Tompson P. Sermanet Andrew Zisserman AI4TS 80 114 0 27 Jun 2020
From Real to Synthetic and Back: Synthesizing Training Data for Multi-Person Scene Understanding Igor Kviatkovsky Nadav Bhonker Gérard Medioni 87 3 0 03 Jun 2020
Learning Deep Models from Synthetic Data for Extracting Dolphin Whistle Contours Pu Li Xiaobai Liua K. Palmer Erica Fleishman D. Gillespie ... Yu Shiu Holger Klinck Danielle M. Cholewiak Tyler A. Helble M. Roch MedIm 40 12 0 18 May 2020
Pose Proposal Critic: Robust Pose Refinement by Learning Reprojection Errors Lucas Brynte Fredrik Kahl 3DV 91 7 0 13 May 2020
A Simple Semi-Supervised Learning Framework for Object Detection Kihyuk Sohn Zizhao Zhang Chun-Liang Li Han Zhang Chen-Yu Lee Tomas Pfister 121 500 0 10 May 2020
Distilling Localization for Self-Supervised Representation Learning Nanxuan Zhao Zhirong Wu Rynson W. H. Lau Stephen Lin SSL 156 56 0 14 Apr 2020
Self6D: Self-Supervised Monocular 6D Object Pose Estimation Gu Wang Fabian Manhardt Jianzhun Shao Xiangyang Ji Nassir Navab Federico Tombari SSL MDE 100 135 0 14 Apr 2020
WQT and DG-YOLO: towards domain generalization in underwater object detection Hong Liu Pinhao Song Runwei Ding 42 26 0 14 Apr 2020
Improving 3D Object Detection through Progressive Population Based Augmentation Shuyang Cheng Zhaoqi Leng E. D. Cubuk Barret Zoph Chunyan Bai ... Vijay Vasudevan Congcong Li Quoc V. Le Jonathon Shlens Dragomir Anguelov 3DPC 70 75 0 02 Apr 2020
Scalable learning for bridging the species gap in image-based plant phenotyping Daniel Ward Peyman Moghadam 74 29 0 24 Mar 2020
Mixup Regularization for Region Proposal based Object Detectors S. Bouabid V. Delaitre ObjD 62 5 0 04 Mar 2020
GRASPA 1.0: GRASPA is a Robot Arm graSping Performance benchmArk Fabrizio Bottarel Giulia Vezzani Ugo Pattacini Lorenzo Natale 69 30 0 12 Feb 2020
Saliency Driven Perceptual Image Compression Yash J. Patel Srikar Appalaraju R. Manmatha 60 6 0 12 Feb 2020
Learning Object Placements For Relational Instructions by Hallucinating Scene Representations Oier Mees Alp Emek Johan Vertens Wolfram Burgard 135 26 0 23 Jan 2020
Instance Segmentation of Visible and Occluded Regions for Finding and Picking Target from a Pile of Objects Kentaro Wada Shingo Kitagawa K. Okada Masayuki Inaba ISeg SSeg 93 24 0 21 Jan 2020
The benefits of synthetic data for action categorization Mohamad Ballout Mohammad Tuqan Daniel C. Asmar Elie A. Shammas George E. Sakr 33 6 0 20 Jan 2020
Combining Deep Learning and Verification for Precise Object Instance Detection Siddharth Ancha Junyu Nan David Held 63 3 0 27 Dec 2019
Metamorphic Testing for Object Detection Systems Shuai Wang Z. Su 75 24 0 19 Dec 2019
Data Augmentation Using Adversarial Training for Construction-Equipment Classification Francis Baek Somin Park Hyoungkwan Kim GAN 26 5 0 27 Nov 2019
Deep Template-based Object Instance Detection Jean-Philippe Mercier Mathieu Garon Philippe Giguère Jean-François Lalonde 30 0 0 26 Nov 2019
Single-Stage 6D Object Pose Estimation Yinlin Hu Pascal Fua Wei Wang Mathieu Salzmann 3DPC 81 200 0 19 Nov 2019
RGB-D Individual Segmentation Wenqiang Xu Yanjun Fu Yucheng Luo Chang Liu Cewu Lu 40 0 0 16 Oct 2019
RandAugment: Practical automated data augmentation with a reduced search space E. D. Cubuk Barret Zoph Jonathon Shlens Quoc V. Le MQ 340 3,516 0 30 Sep 2019
Cut-and-Paste Dataset Generation for Balancing Domain Gaps in Object Instance Detection Woo-han Yun Taewoo Kim Jaeyeon Lee Jaehong Kim Junmo Kim 48 1 0 26 Sep 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 149 358 0 25 Sep 2019
Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-quality Data for Training Chunpeng Wu W. Wen Yiran Chen H. Li GAN 65 2 0 25 Sep 2019
Human Synthesis and Scene Compositing M. Zanfir Elisabeta Oneata A. Popa Andrei Zanfir C. Sminchisescu 83 23 0 23 Sep 2019
Imbalance Problems in Object Detection: A Review Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas ObjD 139 470 0 31 Aug 2019
Synthetic patches, real images: screening for centrosome aberrations in EM images of human cancer cells Artem Lukoyanov I. Haberbosch Constantin Pape A. Kraemer Y. Schwab Anna Kreshuk MedIm 35 0 0 27 Aug 2019
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting Haoshu Fang Jianhua Sun Runzhong Wang Minghao Gou Yong-Lu Li Cewu Lu ISeg 65 210 0 21 Aug 2019
Fast Point R-CNN Yilun Chen Shu Liu Xiaoyong Shen Jiaya Jia 3DPC 91 385 0 08 Aug 2019
Deep Perceptual Compression Yash J. Patel Srikar Appalaraju R. Manmatha 61 25 0 18 Jul 2019
Learning Data Augmentation Strategies for Object Detection Barret Zoph E. D. Cubuk Golnaz Ghiasi Nayeon Lee Jonathon Shlens Quoc V. Le 108 534 0 26 Jun 2019
Data Augmentation for Object Detection via Progressive and Selective Instance-Switching Hao Wang Qilong Wang Fan Yang Jiexia Ye W. Zuo 97 62 0 02 Jun 2019
Object Discovery with a Copy-Pasting GAN Relja Arandjelović Andrew Zisserman 102 58 0 27 May 2019
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features Sangdoo Yun Dongyoon Han Seong Joon Oh Sanghyuk Chun Junsuk Choe Y. Yoo OOD 638 4,824 0 13 May 2019
Learning to Generate Synthetic Data via Compositing Shashank Tripathi Siddhartha Chandra Amit Agrawal A. Tyagi James M. Rehg Visesh Chari 98 120 0 10 Apr 2019
An Annotation Saved is an Annotation Earned: Using Fully Synthetic Training for Object Instance Detection Stefan Hinterstoißer Olivier Pauly Tim Hauke Heibel Martina Marek M. Bokeloh 70 41 0 26 Feb 2019
Quickly Inserting Pegs into Uncertain Holes using Multi-view Images and Deep Network Trained on Synthetic Data Joshua C. Triyonoputro Weiwei Wan Kensuke Harada 3DV 72 55 0 25 Feb 2019
Photorealistic Image Synthesis for Object Instance Detection Tomás Hodan Vibhav Vineet Ran Gal Emanuel Shalev Jon Hanzelka T. Connell Pedro Urbina Sudipta N. Sinha B. Guenter 60 143 0 09 Feb 2019
PVNet: Pixel-wise Voting Network for 6DoF Pose Estimation Sida Peng Yuan Liu Qi-Xing Huang Hujun Bao Xiaowei Zhou 3DPC 96 903 0 31 Dec 2018
Spatial Fusion GAN for Image Synthesis Fangneng Zhan Erik Cambria Shijian Lu 100 150 0 14 Dec 2018
Capture Dense: Markerless Motion Capture Meets Dense Pose Estimation Xiu Li Yebin Liu Hanbyul Joo Qionghai Dai Yaser Sheikh 3DH 69 3 0 05 Dec 2018
Weakly Supervised Silhouette-based Semantic Scene Change Detection Ken Sakurada Mikiya Shibuya Weimin Wang 100 60 0 29 Nov 2018
Generate, Segment and Refine: Towards Generic Manipulation Segmentation Peng Zhou Bor-Chun Chen Xintong Han Mahyar Najibi Abhinav Shrivastava Ser Nam Lim L. Davis 44 120 0 24 Nov 2018
Structured Domain Randomization: Bridging the Reality Gap by Context-Aware Synthetic Data Aayush Prakash Shaad Boochoon M. Brophy David Acuna Eric Cameracci Gavriel State Omer Shapira Stan Birchfield 82 269 0 23 Oct 2018
Déjà Vu: an empirical evaluation of the memorization properties of ConvNets Alexandre Sablayrolles Matthijs Douze Cordelia Schmid Hervé Jégou 49 18 0 17 Sep 2018
Synthetic Occlusion Augmentation with Volumetric Heatmaps for the 2018 ECCV PoseTrack Challenge on 3D Human Pose Estimation István Sárándi Timm Linder Kai O. Arras Bastian Leibe 3DH 68 41 0 13 Sep 2018