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
Towards Realistic 3D Embedding via View Alignment Changgong Zhang Fangneng Zhan Shijian Lu Feiying Ma Xuansong Xie 3DV 11 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 21 109 0 27 Jun 2020
From Real to Synthetic and Back: Synthesizing Training Data for Multi-Person Scene Understanding Igor Kviatkovsky Nadav Bhonker Gérard Medioni 28 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 17 11 0 18 May 2020
Pose Proposal Critic: Robust Pose Refinement by Learning Reprojection Errors Lucas Brynte Fredrik Kahl 3DV 22 6 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 18 492 0 10 May 2020
Distilling Localization for Self-Supervised Representation Learning Nanxuan Zhao Zhirong Wu Rynson W. H. Lau Stephen Lin SSL 13 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 10 133 0 14 Apr 2020
WQT and DG-YOLO: towards domain generalization in underwater object detection Hong Liu Pinhao Song Runwei Ding 4 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 15 74 0 02 Apr 2020
Scalable learning for bridging the species gap in image-based plant phenotyping Daniel Ward Peyman Moghadam 12 29 0 24 Mar 2020
Mixup Regularization for Region Proposal based Object Detectors S. Bouabid V. Delaitre ObjD 14 5 0 04 Mar 2020
GRASPA 1.0: GRASPA is a Robot Arm graSping Performance benchmArk Fabrizio Bottarel Giulia Vezzani Ugo Pattacini Lorenzo Natale 13 30 0 12 Feb 2020
Saliency Driven Perceptual Image Compression Yash J. Patel Srikar Appalaraju R. Manmatha 31 6 0 12 Feb 2020
Learning Object Placements For Relational Instructions by Hallucinating Scene Representations Oier Mees Alp Emek Johan Vertens Wolfram Burgard 6 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 6 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 9 6 0 20 Jan 2020
Combining Deep Learning and Verification for Precise Object Instance Detection Siddharth Ancha Junyu Nan David Held 11 3 0 27 Dec 2019
Metamorphic Testing for Object Detection Systems Shuai Wang Z. Su 21 23 0 19 Dec 2019
Data Augmentation Using Adversarial Training for Construction-Equipment Classification Francis Baek Somin Park Hyoungkwan Kim GAN 14 5 0 27 Nov 2019
Deep Template-based Object Instance Detection Jean-Philippe Mercier Mathieu Garon Philippe Giguère Jean-François Lalonde 9 0 0 26 Nov 2019
Single-Stage 6D Object Pose Estimation Yinlin Hu Pascal Fua Wei Wang Mathieu Salzmann 3DPC 16 196 0 19 Nov 2019
RGB-D Individual Segmentation Wenqiang Xu Yanjun Fu Yucheng Luo Chang Liu Cewu Lu 8 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 8 3,412 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 16 1 0 26 Sep 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 36 348 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 22 2 0 25 Sep 2019
Human Synthesis and Scene Compositing M. Zanfir Elisabeta Oneata A. Popa Andrei Zanfir C. Sminchisescu 23 23 0 23 Sep 2019
Imbalance Problems in Object Detection: A Review Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas ObjD 13 457 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 19 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 19 206 0 21 Aug 2019
Fast Point R-CNN Yilun Chen Shu-Lin Liu Xiaoyong Shen Jiaya Jia 3DPC 8 378 0 08 Aug 2019
Deep Perceptual Compression Yash J. Patel Srikar Appalaraju R. Manmatha 6 25 0 18 Jul 2019
Learning Data Augmentation Strategies for Object Detection Barret Zoph E. D. Cubuk Golnaz Ghiasi Tsung-Yi Lin Jonathon Shlens Quoc V. Le 19 523 0 26 Jun 2019
Data Augmentation for Object Detection via Progressive and Selective Instance-Switching Hao Wang Qilong Wang Fan Yang Weiqi Zhang W. Zuo 6 62 0 02 Jun 2019
Object Discovery with a Copy-Pasting GAN Relja Arandjelović Andrew Zisserman 11 57 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 304 4,680 0 13 May 2019
Learning to Generate Synthetic Data via Compositing Shashank Tripathi Siddhartha Chandra Amit Agrawal A. Tyagi James M. Rehg Visesh Chari 4 118 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 14 40 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 19 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 13 141 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 10 887 0 31 Dec 2018
Spatial Fusion GAN for Image Synthesis Fangneng Zhan Hongyuan Zhu Shijian Lu 13 149 0 14 Dec 2018
Capture Dense: Markerless Motion Capture Meets Dense Pose Estimation Xiu Li Yebin Liu Hanbyul Joo Qionghai Dai Yaser Sheikh 3DH 17 3 0 05 Dec 2018
Weakly Supervised Silhouette-based Semantic Scene Change Detection Ken Sakurada Mikiya Shibuya Weimin Wang 14 59 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 9 114 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 11 264 0 23 Oct 2018
Déjà Vu: an empirical evaluation of the memorization properties of ConvNets Alexandre Sablayrolles Matthijs Douze Cordelia Schmid Hervé Jégou 11 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 6 41 0 13 Sep 2018
Geometric Image Synthesis Hassan Abu Alhaija Siva Karthik Mustikovela Andreas Geiger Carsten Rother 3DV GAN 14 46 0 12 Sep 2018