Procedural Modeling and Physically Based Rendering for Synthetic Data
Generation in Automotive Applications

Procedural Modeling and Physically Based Rendering for Synthetic Data Generation in Automotive Applications

17 October 2017

Apostolia Tsirikoglou

Magnus Wrenninge

Papers citing "Procedural Modeling and Physically Based Rendering for Synthetic Data Generation in Automotive Applications"

14 / 14 papers shown

Title
XLD: A Cross-Lane Dataset for Benchmarking Novel Driving View Synthesis Hao Li Chenming Wu Ming Yuan Chenming Wu Chen Zhao Chunyu Song Haocheng Feng Errui Ding Dingwen Zhang J. Wang 64 6 0 26 Jun 2024
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
FSID: Fully Synthetic Image Denoising via Procedural Scene Generation Gyeongmin Choe Beibei Du Seonghyeon Nam Xiaoyu Xiang Bo Zhu Rakesh Ranjan DiffM 24 0 0 07 Dec 2022
Semantic Segmentation under Adverse Conditions: A Weather and Nighttime-aware Synthetic Data-based Approach Abdulrahman Kerim Felipe C. Chamone W. Ramos Leandro Soriano Marcolino Erickson R. Nascimento Richard M. Jiang 60 9 0 11 Oct 2022
Learning Keypoints from Synthetic Data for Robotic Cloth Folding Thomas Lips Victor-Louis De Gusseme Francis Wyffels 24 11 0 13 May 2022
Self-Supervised Real-to-Sim Scene Generation Aayush Prakash Shoubhik Debnath Jean-Francois Lafleche Eric Cameracci Gavriel State Stan Birchfield M. Law 35 26 0 30 Nov 2020
Soft Prototyping Camera Designs for Car Detection Based on a Convolutional Neural Network Zhenyi Liu Trisha Lian J. Farrell Yuan-Fang Li 14 17 0 24 Oct 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
How much real data do we actually need: Analyzing object detection performance using synthetic and real data F. Nowruzi Prince Kapoor Dhanvin Kolhatkar Fahed Al Hassanat R. Laganière Julien Rebut 36 77 0 16 Jul 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
Synscapes: A Photorealistic Synthetic Dataset for Street Scene Parsing Magnus Wrenninge Jonas Unger 20 185 0 19 Oct 2018
Auxiliary Tasks in Multi-task Learning Lukas Liebel Marco Körner SSL 19 246 0 16 May 2018
Driving Policy Transfer via Modularity and Abstraction Matthias Muller Alexey Dosovitskiy Guohao Li V. Koltun 37 223 0 25 Apr 2018
Training Deep Networks with Synthetic Data: Bridging the Reality Gap by Domain Randomization Jonathan Tremblay Aayush Prakash David Acuna M. Brophy Varun Jampani Cem Anil Thang To Eric Cameracci Shaad Boochoon Stan Birchfield OOD 24 807 0 18 Apr 2018