Neural Network Generalization: The impact of camera parameters

Neural Network Generalization: The impact of camera parameters

IEEE Access (IEEE Access), 2019

8 December 2019

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Papers citing "Neural Network Generalization: The impact of camera parameters"

16 / 16 papers shown

Title
DiffPhysCam: Differentiable Physics-Based Camera Simulation for Inverse Rendering and Embodied AI Bo-Hsun Chen Nevindu Batagoda Dan Negrut VGen 82 0 0 12 Aug 2025
DABI: Evaluation of Data Augmentation Methods Using Downsampling in Bilateral Control-Based Imitation Learning with ImagesIEEE International Conference on Robotics and Automation (ICRA), 2024 Masato Kobayashi Thanpimon Buamanee Yuki Uranishi 121 2 0 06 Oct 2024
ISETHDR: A Physics-based Synthetic Radiance Dataset for High Dynamic Range Driving ScenesIEEE Sensors Journal (IEEE Sens. J.), 2024 Zhenyi Liu Devesh Shah Brian Wandell 3DV 109 1 0 22 Aug 2024
HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learning Gyudong Kim Mehdi Ghasemi Soroush Heidari Seungryong Kim Young Geun Kim S. Vrudhula Carole-Jean Wu 266 3 0 07 Mar 2024
VALERIE22 -- A photorealistic, richly metadata annotated dataset of urban environmentsComputer Science in Cars Symposium (CSC), 2023 O. Grau Korbinian Hagn 3DV 106 3 0 18 Aug 2023
Generalization Across Experimental Parameters in Machine Learning Analysis of High Resolution Transmission Electron Microscopy Datasets Katherine Sytwu L. Dacosta M. Scott 75 2 0 20 Jun 2023
Using simulation to quantify the performance of automotive perception systems Zhenyi Liu Devesh Shah Alireza Rahimpour Devesh Upadhyay J. Farrell B. Wandell 143 2 0 02 Mar 2023
Ethical Considerations for Responsible Data CurationNeural Information Processing Systems (NeurIPS), 2023 Jerone T. A. Andrews Dora Zhao William Thong Apostolos Modas Orestis Papakyriakopoulos Alice Xiang 402 29 0 07 Feb 2023
Creating awareness about security and safety on highways to mitigate wildlife-vehicle collisions by detecting and recognizing wildlife fences using deep learning and drone technology Irene Nandutu M. Atemkeng P. Okouma N. Mgqatsa J. Ebongue F. Tchakounté 51 0 0 22 Dec 2022
Camera simulation for robot simulation: how important are various camera model components? A. Elmquist R. Serban Dan Negrut 111 0 0 16 Nov 2022
Comprehensive Analysis of the Object Detection Pipeline on UAVsRemote Sensing (RS), 2022 Leon Amadeus Varga Sebastian Koch A. Zell 134 7 0 01 Mar 2022
Ray-transfer functions for camera simulation of 3D scenes with hidden lens designOptics Express (OE), 2022 T. Goossens Zheng Lyu Jamyuen Ko Gordon Wan J. Farrell B. Wandell 55 8 0 17 Feb 2022
Raw Bayer Pattern Image Synthesis for Computer Vision-oriented Image Signal Processing Pipeline Design Weiti Zhou A. Mustafa Hongyu Wang Shenghua Gao Xin Lou GAN 163 9 0 25 Oct 2021
Video-rate multispectral imaging in laparoscopic surgery: First-in-human applicationmedRxiv (medRxiv), 2021 Leonardo Ayala Sebastian J. Wirkert A. Vemuri T. Adler Silvia Seidlitz Sebastian Pirmann C. Engels D. Teber Lena Maier-Hein 126 33 0 28 May 2021
Neural Camera SimulatorsComputer Vision and Pattern Recognition (CVPR), 2021 Hao Ouyang Zifan Shi Chenyang Lei K. L. Law Qifeng Chen 3DV 117 12 0 12 Apr 2021
ISETAuto: Detecting vehicles with depth and radiance informationIEEE Access (IEEE Access), 2021 Zhenyi Liu J. Farrell B. Wandell 176 13 0 06 Jan 2021