Synthesizing Training Data for Object Detection in Indoor Scenes

25 February 2017

Papers citing "Synthesizing Training Data for Object Detection in Indoor Scenes"

31 / 31 papers shown

Title
Solving Instance Detection from an Open-World Perspective Qianqian Shen Yunhan Zhao Nahyun Kwon Jeeeun Kim Yanan Li Shu Kong 43 0 0 01 Mar 2025
MObI: Multimodal Object Inpainting Using Diffusion Models Alexandru Buburuzan Anuj Sharma John Redford P. Dokania Romain Mueller DiffM 91 1 0 06 Jan 2025
Scaling Law of Sim2Real Transfer Learning in Expanding Computational Materials Databases for Real-World Predictions Shunya Minami Yoshihiro Hayashi Stephen Wu Kenji Fukumizu Hiroki Sugisawa Masashi Ishii Isao Kuwajima Kazuya Shiratori Ryo Yoshida AI4CE 37 0 0 07 Aug 2024
Pix2Repair: Implicit Shape Restoration from Images Xinchao Song N. Lamb Sean Banerjee N. Banerjee 3DV 29 0 0 29 May 2023
Realistically distributing object placements in synthetic training data improves the performance of vision-based object detection models Setareh Dabiri Vasileios Lioutas Berend Zwartsenberg Yunpeng Liu Matthew Niedoba ... Dylan Green Justice Sefas J. Lavington Frank Wood Adam Scibior 35 0 0 24 May 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 26 2 0 12 Apr 2023
HazardNet: Road Debris Detection by Augmentation of Synthetic Models Tae Eun Choe Jane Wu Xiao-Hui Lin Karen Kwon Min-Gyu Park 38 3 0 14 Mar 2023
Learning Object Placement via Dual-path Graph Completion Siyuan Zhou Liu Liu Li Niu Liqing Zhang 36 24 0 23 Jul 2022
Fast Object Placement Assessment Li Niu Qingyang Liu Zhenchen Liu Jiangtong Li 21 14 0 28 May 2022
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning Mingle Xu Sook Yoon A. Fuentes D. Park VLM 30 398 0 03 May 2022
You Only Cut Once: Boosting Data Augmentation with a Single Cut Junlin Han Pengfei Fang Weihong Li Jie Hong M. Armin Ian Reid L. Petersson Hongdong Li 38 27 0 28 Jan 2022
Gram-SLD: Automatic Self-labeling and Detection for Instance Objects Rui Wang Cheng-En Wu Jiawen Xin Liang Zhang ObjD 27 1 0 07 Dec 2021
Bayesian Active Learning for Sim-to-Real Robotic Perception Jianxiang Feng Jongseok Lee M. Durner Rudolph Triebel 52 13 0 23 Sep 2021
A Scaling Law for Synthetic-to-Real Transfer: How Much Is Your Pre-training Effective? Hiroaki Mikami Kenji Fukumizu Shogo Murai Shuji Suzuki Yuta Kikuchi Taiji Suzuki S. Maeda Kohei Hayashi 40 12 0 25 Aug 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
Artificial Dummies for Urban Dataset Augmentation Antonín Vobecký David Hurych Michal Uřičář P. Pérez Josef Sivic 3DH 21 15 0 15 Dec 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 29 5 0 30 Jul 2020
Combining Deep Learning and Verification for Precise Object Instance Detection Siddharth Ancha Junyu Nan David Held 23 3 0 27 Dec 2019
$LIT: Light-field Inference of Transparency for Refractive Object Localization$ LIT: Light-field Inference of Transparency for Refractive Object Localization Zheming Zhou Xiaotong Chen Odest Chadwicke Jenkins 21 22 0 02 Oct 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 26 1 0 26 Sep 2019
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 16 264 0 23 Oct 2018
A Robot Localization Framework Using CNNs for Object Detection and Pose Estimation Lukas Hoyer Christoph Steup Sanaz Mostaghim 13 5 0 03 Oct 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 24 41 0 13 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 24 123 0 10 Sep 2018
On the Importance of Visual Context for Data Augmentation in Scene Understanding Nikita Dvornik Julien Mairal Cordelia Schmid 29 84 0 06 Sep 2018
Learning Object Localization and 6D Pose Estimation from Simulation and Weakly Labeled Real Images Jean-Philippe Mercier Chaitanya Mitash Philippe Giguère Abdeslam Boularias 3DPC 19 10 0 18 Jun 2018
Data-Driven Measurement Models for Active Localization in Sparse Environments Ian Abraham A. Mavrommati Todd D. Murphey 8 12 0 31 May 2018
Robust 6D Object Pose Estimation with Stochastic Congruent Sets Chaitanya Mitash Abdeslam Boularias Kostas Bekris 3DPC 34 33 0 16 May 2018
Keep it Unreal: Bridging the Realism Gap for 2.5D Recognition with Geometry Priors Only Sergey Zakharov Benjamin Planche Ziyan Wu Andreas Hutter H. Kosch Slobodan Ilic 27 23 0 24 Apr 2018
Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection Debidatta Dwibedi Ishan Misra M. Hebert 48 617 0 04 Aug 2017
Object Detection Using Deep CNNs Trained on Synthetic Images Param S. Rajpura Hristo Bojinov R. Hegde 20 74 0 21 Jun 2017