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
IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers Zhenglin Huang Xianan Bao Na Zhang Qingqi Zhang Xiaomei Tu Biao Wu Xi Yang 22 7 0 07 Oct 2023
STARS: Zero-shot Sim-to-Real Transfer for Segmentation of Shipwrecks in Sonar Imagery A. Sethuraman Katherine A. Skinner 29 5 0 02 Oct 2023
MoCaE: Mixture of Calibrated Experts Significantly Improves Object Detection Kemal Oksuz Selim Kuzucu Tom Joy P. Dokania MoE 22 5 0 26 Sep 2023
A Systematic Literature Review of Computer Vision Applications in Robotized Wire Harness Assembly Hao Wang Omkar Salunkhe Walter Quadrini Dan Lamkull Fredrik Ore M. Despeisse L. Fumagalli J. Stahre Björn Johansson 16 7 0 24 Sep 2023
Randomize to Generalize: Domain Randomization for Runway FOD Detection Javaria Farooq Nayyer Aafaq Muhammad Ishaq Khan Ammar Saleem Muhammad Abubakar Siddique 20 1 0 23 Sep 2023
MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation Jiahao Xie Wei Li Xiangtai Li Ziwei Liu Yew-Soon Ong Chen Change Loy DiffM VLM 60 35 0 22 Sep 2023
PPD: A New Valet Parking Pedestrian Fisheye Dataset for Autonomous Driving Zizhang Wu Xinyuan Chen Fan Song Yuanzhu Gan Tianhao Xu Jian Pu Rui Tang 11 0 0 20 Sep 2023
Leveraging the Power of Data Augmentation for Transformer-based Tracking Jie Zhao Johan Edstedt M. Felsberg D. Wang Huchuan Lu ViT 19 4 0 15 Sep 2023
Beyond Generation: Harnessing Text to Image Models for Object Detection and Segmentation Yunhao Ge Jiashu Xu Brian Nlong Zhao Neel Joshi Laurent Itti Vibhav Vineet DiffM 30 14 0 12 Sep 2023
Exploring Limits of Diffusion-Synthetic Training with Weakly Supervised Semantic Segmentation Ryota Yoshihashi Yuya Otsuka Kenji Doi Tomohiro Tanaka Hirokatsu Kataoka 24 1 0 04 Sep 2023
Rapid Training Data Creation by Synthesizing Medical Images for Classification and Localization A. Kushwaha Sarthak Gupta Anish Bhanushali T. R. Dastidar MedIm 10 3 0 09 Aug 2023
Aligned Unsupervised Pretraining of Object Detectors with Self-training Ioannis Maniadis Metaxas Adrian Bulat Ioannis Patras Brais Martínez Georgios Tzimiropoulos 22 0 0 28 Jul 2023
TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition Shilin Lu Yanzhu Liu A. Kong 43 51 0 24 Jul 2023
MMNet: Multi-Collaboration and Multi-Supervision Network for Sequential Deepfake Detection Ruiyang Xia Decheng Liu Jie Li Lin Yuan N. Wang Xinbo Gao 20 17 0 06 Jul 2023
Generalizing Surgical Instruments Segmentation to Unseen Domains with One-to-Many Synthesis An-Chi Wang Mobarakol Islam Mengya Xu Hongliang Ren MedIm 16 0 0 28 Jun 2023
VISION Datasets: A Benchmark for Vision-based InduStrial InspectiON Haoping Bai Shancong Mou Tatiana Likhomanenko R. G. Cinbis Oncel Tuzel Ping-Chia Huang Jiulong Shan Jianjun Shi Mengsi Cao VLM 8 23 0 13 Jun 2023
Self-supervised Vision Transformers for 3D Pose Estimation of Novel Objects S. Thalhammer Jean-Baptiste Weibel Markus Vincze Jose Garcia-Rodriguez ViT 13 9 0 31 May 2023
LEMaRT: Label-Efficient Masked Region Transform for Image Harmonization Sheng Liu C. P. Huynh Congmin Chen Maxim Arap Raffay Hamid 13 18 0 25 Apr 2023
Realistic Data Enrichment for Robust Image Segmentation in Histopathology Sarah Cechnicka James G. C. Ball Hadrien Reynaud C. Arthurs C. Roufosse Bernhard Kainz DiffM 8 4 0 19 Apr 2023
Parcel3D: Shape Reconstruction from Single RGB Images for Applications in Transportation Logistics Alexander Naumann Felix Hertlein Laura Dörr K. Furmans 13 7 0 18 Apr 2023
Literature Review: Computer Vision Applications in Transportation Logistics and Warehousing Alexander Naumann Felix Hertlein Laura Doerr Steffen Thoma K. Furmans 22 8 0 12 Apr 2023
HaDR: Applying Domain Randomization for Generating Synthetic Multimodal Dataset for Hand Instance Segmentation in Cluttered Industrial Environments Stefan Grushko Alevs Vysocký J. Chlebek Petr Prokop 20 2 0 12 Apr 2023
Semantic segmentation of surgical hyperspectral images under geometric domain shifts Jan Sellner Silvia Seidlitz Alexander Studier-Fischer Alessandro Motta Berkin Özdemir Beat Peter Müller-Stich Felix Nickel Lena Maier-Hein 14 7 0 20 Mar 2023
SIM: Semantic-aware Instance Mask Generation for Box-Supervised Instance Segmentation Ruihuang Li Chenhang He Yabin Zhang Shuai Li Liyi Chen Lei Zhang ISeg 43 15 0 14 Mar 2023
HazardNet: Road Debris Detection by Augmentation of Synthetic Models Tae Eun Choe Jane Wu Xiao-Hui Lin Karen Kwon Min-Gyu Park 18 3 0 14 Mar 2023
BOP Challenge 2022 on Detection, Segmentation and Pose Estimation of Specific Rigid Objects M. Sundermeyer Tomás Hodan Yann Labbé Gu Wang Eric Brachmann Bertram Drost Carsten Rother Juan E. Sala Matas 3DPC 10 75 0 25 Feb 2023
Cross-domain Compositing with Pretrained Diffusion Models Roy Hachnochi Mingrui Zhao Nadav Orzech Rinon Gal Ali Mahdavi-Amiri Daniel Cohen-Or Amit H. Bermano DiffM 40 15 0 20 Feb 2023
Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation Chuanglu Zhu Kebin Liu Wenqi Tang Ke Mei Jiaqi Zou Tiejun Huang 49 1 0 14 Feb 2023
Cut and Learn for Unsupervised Object Detection and Instance Segmentation Xudong Wang Rohit Girdhar Stella X. Yu Ishan Misra VLM 45 161 0 26 Jan 2023
Automatically Prepare Training Data for YOLO Using Robotic In-Hand Observation and Synthesis Hao Chen Weiwei Wan Masaki Matsushita Takeyuki Kotaka Kensuke Harada 32 6 0 04 Jan 2023
Infusing Definiteness into Randomness: Rethinking Composition Styles for Deep Image Matting Zixuan Ye Yutong Dai Chaoyi Hong Zhiguo Cao Hao Lu 13 1 0 27 Dec 2022
TexPose: Neural Texture Learning for Self-Supervised 6D Object Pose Estimation Hanzhi Chen Fabian Manhardt Nassir Navab Benjamin Busam SSL 21 36 0 25 Dec 2022
MaskingDepth: Masked Consistency Regularization for Semi-supervised Monocular Depth Estimation Jongbeom Baek Gyeongnyeon Kim Seonghoon Park Honggyu An Matteo Poggi Seung Wook Kim MDE 23 0 0 21 Dec 2022
VoronoiPatches: Evaluating A New Data Augmentation Method Steffen Illium Gretchen Griffin Michael Kolle Maximilian Zorn Jonas Nusslein Claudia Linnhoff-Popien 20 0 0 20 Dec 2022
EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level Weakly Supervised Instance Segmentation Yunhao Ge Jiashu Xu Brian Nlong Zhao Laurent Itti Vibhav Vineet DiffM 28 4 0 15 Dec 2022
Synthetic Image Data for Deep Learning Jason W. Anderson Marcin Ziolkowski Ken E. Kennedy A. Apon 11 4 0 12 Dec 2022
X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusion Hanqing Zhao Dianmo Sheng Jianmin Bao Dongdong Chen Dong Chen ... Ce Liu Wenbo Zhou Qi Chu Weiming Zhang Neng H. Yu VLM DiffM 28 39 0 07 Dec 2022
PointCaM: Cut-and-Mix for Open-Set Point Cloud Learning Jie Hong Shi Qiu Weihong Li Saeed Anwar Mehrtash Harandi Nick Barnes L. Petersson 3DPC 26 5 0 05 Dec 2022
Prediction of Scene Plausibility O. Nachmias Ohad Fried Ariel Shamir 3DV 21 0 0 02 Dec 2022
Improving Crowded Object Detection via Copy-Paste Jiangfan Deng Dewen Fan Xiaosong Qiu Feng Zhou 19 12 0 22 Nov 2022
A mixed-reality dataset for category-level 6D pose and size estimation of hand-occluded containers Xavier Weber Alessio Xompero Andrea Cavallaro 3DH 19 3 0 18 Nov 2022
Context-Matched Collage Generation for Underwater Invertebrate Detection R. McEver Bowen Zhang B. S. Manjunath 20 0 0 15 Nov 2022
PseudoAugment: Learning to Use Unlabeled Data for Data Augmentation in Point Clouds Zhaoqi Leng Shuyang Cheng Benjamin Caine Weiyue Wang Xiao Zhang Jonathon Shlens Mingxing Tan Drago Anguelov 3DPC 23 14 0 24 Oct 2022
Real-time Detection of 2D Tool Landmarks with Synthetic Training Data Bram Vanherle Jeroen Put Nick Michiels F. Reeth 13 3 0 21 Oct 2022
Towards Better Guided Attention and Human Knowledge Insertion in Deep Convolutional Neural Networks Ankit Gupta I. Sintorn HAI 6 1 0 20 Oct 2022
Scrape, Cut, Paste and Learn: Automated Dataset Generation Applied to Parcel Logistics Alexander Naumann Felix Hertlein Benchun Zhou Laura Dörr K. Furmans 4 5 0 18 Oct 2022
Image Projective Transformation Rectification with Synthetic Data for Smartphone-captured Chest X-ray Photos Classification Chak Fong Chong Yapeng Wang Benjamin Ng Wuman Luo Xu Yang MedIm 23 4 0 12 Oct 2022
Domain-guided data augmentation for deep learning on medical imaging C. Athalye Rima Arnaout OOD 4 16 0 10 Oct 2022
Humans need not label more humans: Occlusion Copy & Paste for Occluded Human Instance Segmentation Evan Ling De-Kai Huang Minhoe Hur 22 5 0 07 Oct 2022
Cut-Paste Consistency Learning for Semi-Supervised Lesion Segmentation Boon Peng Yap B. Ng MedIm 20 1 0 01 Oct 2022