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
Scene-Aware Location Modeling for Data Augmentation in Automotive Object Detection Jens Petersen Davide Abati A. Habibian Auke Wiggers ViT 3DPC 48 0 0 23 Apr 2025
Cut-and-Splat: Leveraging Gaussian Splatting for Synthetic Data Generation Bram Vanherle Brent Zoomers Jeroen Put F. Reeth Nick Michiels 3DGS 32 0 0 11 Apr 2025
Scene-Centric Unsupervised Panoptic Segmentation Oliver Hahn Christoph Reich Nikita Araslanov Daniel Cremers Christian Rupprecht Stefan Roth OCL 57 0 0 02 Apr 2025
BOOTPLACE: Bootstrapped Object Placement with Detection Transformers Hang Zhou X. Zuo Rui Ma Li Cheng ViT 35 0 0 27 Mar 2025
ForAug: Recombining Foregrounds and Backgrounds to Improve Vision Transformer Training with Bias Mitigation Tobias Christian Nauen Brian B. Moser Federico Raue Stanislav Frolov Andreas Dengel ViT 55 0 0 12 Mar 2025
Solving Instance Detection from an Open-World Perspective Qianqian Shen Yunhan Zhao Nahyun Kwon Jeeeun Kim Yanan Li Shu Kong 32 0 0 01 Mar 2025
Self-Supervised Data Generation for Precision Agriculture: Blending Simulated Environments with Real Imagery Leonardo Saraceni I. M. Motoi Daniele Nardi Thomas Alessandro Ciarfuglia 59 0 0 25 Feb 2025
MObI: Multimodal Object Inpainting Using Diffusion Models Alexandru Buburuzan Anuj Sharma John Redford P. Dokania Romain Mueller DiffM 85 1 0 06 Jan 2025
GeoDiffuser: Geometry-Based Image Editing with Diffusion Models Rahul Sajnani Jeroen Vanbaar Jie Min Kapil D. Katyal Srinath Sridhar DiffM 49 11 0 03 Jan 2025
BGM: Background Mixup for X-ray Prohibited Items Detection W. Liu R. Tao Hongguang Zhu Yunda Sun Yao Zhao Y. X. Wei 63 0 0 30 Nov 2024
AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation Datao Tang Xiangyong Cao Xuan Wu Jialin Li Jing Yao Xueru Bai Deyu Meng Yin Li Deyu Meng DiffM 74 5 0 23 Nov 2024
Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task H. Haresamudram Chi Ian Tang Sungho Suh P. Lukowicz Thomas Ploetz 74 2 0 11 Nov 2024
Synth4Seg -- Learning Defect Data Synthesis for Defect Segmentation using Bi-level Optimization Shancong Mou Raviteja Vemulapalli Shiyu Li Yuxuan Liu C Thomas ... Haoping Bai Oncel Tuzel Ping-Chia Huang Jiulong Shan Jianjun Shi 28 0 0 24 Oct 2024
SDI-Paste: Synthetic Dynamic Instance Copy-Paste for Video Instance Segmentation Sahir Shrestha Weihao Li Gao Zhu Nick Barnes DiffM 31 0 0 16 Oct 2024
Scaling Backwards: Minimal Synthetic Pre-training? Ryo Nakamura Ryu Tadokoro Ryosuke Yamada Tim Puhlfürß Iro Laina Christian Rupprecht Walid Maalej Rio Yokota Hirokatsu Kataoka DD 16 2 0 01 Aug 2024
Add-SD: Rational Generation without Manual Reference Lingfeng Yang Xinyu Zhang Xiang Li Jinwen Chen Kun Yao Gang Zhang Errui Ding Ling-Ling Liu Jingdong Wang Jian Yang 32 0 0 30 Jul 2024
NeuSurfEmb: A Complete Pipeline for Dense Correspondence-based 6D Object Pose Estimation without CAD Models Francesco Milano Jen Jen Chung Hermann Blum Roland Siegwart Lionel Ott 34 1 0 16 Jul 2024
RoCap: A Robotic Data Collection Pipeline for the Pose Estimation of Appearance-Changing Objects Jiahao Nick Li T. Chong Zhongyi Zhou Hironori Yoshida Koji Yatani Xiang Ánthony' Chen Takeo Igarashi 31 1 0 10 Jul 2024
Learning Motion Blur Robust Vision Transformers with Dynamic Early Exit for Real-Time UAV Tracking You Wu Xucheng Wang Dan Zeng Hengzhou Ye Xiaolan Xie Qijun Zhao Shuiwang Li 29 3 0 07 Jul 2024
Robot Instance Segmentation with Few Annotations for Grasping Moshe Kimhi David Vainshtein Chaim Baskin Dotan Di Castro 48 2 0 01 Jul 2024
UnSupDLA: Towards Unsupervised Document Layout Analysis Talha Uddin Sheikh Tahira Shehzadi K. Hashmi Didier Stricker Muhammad Zeshan Afzal 26 2 0 10 Jun 2024
Cut-and-Paste with Precision: a Content and Perspective-aware Data Augmentation for Road Damage Detection Punnawat Siripathitti Florent Forest Olga Fink 24 0 0 06 Jun 2024
Improving Object Detector Training on Synthetic Data by Starting With a Strong Baseline Methodology Frank Ruis Alma M. Liezenga Friso G. Heslinga Luca Ballan Thijs A. Eker Richard J. M. den Hollander Martin C. van Leeuwen Judith Dijk Wyke Huizinga 31 4 0 30 May 2024
A Label Propagation Strategy for CutMix in Multi-Label Remote Sensing Image Classification Tom Burgert Tim Siebert Kai Norman Clasen Begum Demir Begüm Demir 37 1 0 22 May 2024
Fast Training Data Acquisition for Object Detection and Segmentation using Black Screen Luminance Keying Thomas Pollabauer Volker Knauthe André Boller Arjan Kuijper Dieter W. Fellner 19 3 0 13 May 2024
Simple In-place Data Augmentation for Surveillance Object Detection Munkh-Erdene Otgonbold Ganzorig Batnasan Munkhjargal Gochoo 26 0 0 17 Apr 2024
$ViFu: Multiple 360$^\circ$ Objects Reconstruction with Clean Background via Visible Part Fusion$ ViFu: Multiple 360 $^\circ$ Objects Reconstruction with Clean Background via Visible Part Fusion Tianhan Xu Takuya Ikeda Koichi Nishiwaki 20 0 0 15 Apr 2024
Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange Yanhao Wu Tong Zhang Wei Ke Congpei Qiu Sabine Susstrunk Mathieu Salzmann 3DPC 22 6 0 11 Apr 2024
Evaluating the Efficacy of Cut-and-Paste Data Augmentation in Semantic Segmentation for Satellite Imagery I. M. Motoi Leonardo Saraceni Daniele Nardi Thomas Alessandro Ciarfuglia 31 1 0 08 Apr 2024
Inpainting-Driven Mask Optimization for Object Removal Kodai Shimosato Norimichi Ukita 3DPC 24 1 0 23 Mar 2024
Augmented Reality based Simulated Data (ARSim) with multi-view consistency for AV perception networks Aqeel Anwar Tae Eun Choe Zian Wang Sanja Fidler Minwoo Park 34 0 0 22 Mar 2024
Data Augmentation in Human-Centric Vision Wentao Jiang Yige Zhang Shaozhong Zheng Si Liu Shuicheng Yan 36 1 0 13 Mar 2024
CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers Shahaf Arica Or Rubin Sapir Gershov S. Laufer 24 6 0 12 Mar 2024
PrimeComposer: Faster Progressively Combined Diffusion for Image Composition with Attention Steering Yibin Wang Weizhong Zhang Jianwei Zheng Cheng Jin DiffM 66 9 0 08 Mar 2024
Investigation of the Impact of Synthetic Training Data in the Industrial Application of Terminal Strip Object Detection Nico Baumgart Markus Lange-Hegermann Mike Mücke 18 1 0 06 Mar 2024
ECAP: Extensive Cut-and-Paste Augmentation for Unsupervised Domain Adaptive Semantic Segmentation Erik Brorsson Knut Åkesson Lennart Svensson Kristofer Bengtsson 41 0 0 06 Mar 2024
Transfer learning with generative models for object detection on limited datasets Matteo Paiano Stefano Martina Carlotta Giannelli Filippo Caruso 29 3 0 09 Feb 2024
AccessLens: Auto-detecting Inaccessibility of Everyday Objects Nahyun Kwon Qian Lu Muhammad Hasham Qazi Joanne Liu Changhoon Oh Shu Kong Jeeeun Kim 19 4 0 29 Jan 2024
Nodule detection and generation on chest X-rays: NODE21 Challenge Ecem Sogancioglu Bram van Ginneken F. Behrendt M. Bengs Alexander Schlaefer ... N. Hendrix Colin Jacobs Ward Hendrix Clara I. Sánchez K. Murphy 18 9 0 04 Jan 2024
3D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D Detection Yunhao Ge Hong-Xing Yu Cheng Zhao Yuliang Guo Xinyu Huang Liu Ren Laurent Itti Jiajun Wu 3DPC DiffM 28 11 0 08 Dec 2023
Gen2Det: Generate to Detect Saksham Suri Fanyi Xiao Animesh Sinha Sean Culatana Raghuraman Krishnamoorthi Chenchen Zhu Abhinav Shrivastava VLM DiffM 18 9 0 07 Dec 2023
Instance Tracking in 3D Scenes from Egocentric Videos Yunhan Zhao Haoyu Ma Shu Kong Charless C. Fowlkes 3DPC 23 4 0 07 Dec 2023
SurfaceAug: Closing the Gap in Multimodal Ground Truth Sampling Ryan Rubel Nathan Clark Andrew Dudash 3DPC 8 0 0 06 Dec 2023
Towards More Unified In-context Visual Understanding Dianmo Sheng Dongdong Chen Zhentao Tan Qiankun Liu Qi Chu Jianmin Bao Tao Gong Bin Liu Shengwei Xu Nenghai Yu MLLM VLM 24 10 0 05 Dec 2023
Synthetic Data Generation for Bridging Sim2Real Gap in a Production Environment Parth Rawal Mrunal Sompura Wolfgang Hintze 23 0 0 18 Nov 2023
Image change detection with only a few samples Ke Liu Zhaoyi Song Haoyue Bai 31 0 0 07 Nov 2023
Augment the Pairs: Semantics-Preserving Image-Caption Pair Augmentation for Grounding-Based Vision and Language Models Jingru Yi Burak Uzkent Oana Ignat Zili Li Amanmeet Garg Xiang Yu Linda Liu VLM 25 1 0 05 Nov 2023
A High-Resolution Dataset for Instance Detection with Multi-View Instance Capture Qianqian Shen Yunhan Zhao Nahyun Kwon Jeeeun Kim Yanan Li Shu Kong 14 2 0 30 Oct 2023
Improved K-mer Based Prediction of Protein-Protein Interactions With Chaos Game Representation, Deep Learning and Reduced Representation Bias Ruth Veevers Dan MacLean 11 0 0 23 Oct 2023
DT/MARS-CycleGAN: Improved Object Detection for MARS Phenotyping Robot David Liu Zhengkun Li Zihao Wu Changying Li 33 3 0 19 Oct 2023