Sensor Transfer: Learning Optimal Sensor Effect Image Augmentation for
Sim-to-Real Domain Adaptation

Sensor Transfer: Learning Optimal Sensor Effect Image Augmentation for Sim-to-Real Domain Adaptation

17 September 2018

Alexandra Carlson

Katherine A. Skinner

Matthew Johnson-Roberson

Papers citing "Sensor Transfer: Learning Optimal Sensor Effect Image Augmentation for Sim-to-Real Domain Adaptation"

11 / 11 papers shown

Title
Genetic Learning for Designing Sim-to-Real Data Augmentations Bram Vanherle Nick Michiels F. Reeth 40 0 0 11 Mar 2024
VALERIE22 -- A photorealistic, richly metadata annotated dataset of urban environments O. Grau Korbinian Hagn 3DV 21 2 0 18 Aug 2023
Generative Adversarial Shaders for Real-Time Realism Enhancement Arturo Salmi Szabolcs Cséfalvay J. Imber GAN 25 1 0 24 May 2023
Autoencoder for Synthetic to Real Generalization: From Simple to More Complex Scenes S. Cruz B. Taetz Thomas Stifter D. Stricker 30 2 0 01 Apr 2022
Enhancing Photorealism Enhancement Stephan R. Richter Hassan Abu Alhaija V. Koltun 16 106 0 10 May 2021
Weakly-Supervised Domain Adaptation of Deep Regression Trackers via Reinforced Knowledge Distillation Matteo Dunnhofer N. Martinel C. Micheloni 23 16 0 26 Mar 2021
Deep Reinforcement Learning with Linear Quadratic Regulator Regions Gabriel I. Fernandez Colin Togashi Dennis W. Hong Lin Yang 21 4 0 23 Feb 2020
Neural Network Generalization: The impact of camera parameters Zhenyi Liu Trisha Lian J. Farrell B. Wandell 8 40 0 08 Dec 2019
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
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
RenderGAN: Generating Realistic Labeled Data Leon Sixt Benjamin Wild Tim Landgraf GAN 170 176 0 04 Nov 2016