Deep Optics for Monocular Depth Estimation and 3D Object Detection

18 April 2019

Papers citing "Deep Optics for Monocular Depth Estimation and 3D Object Detection"

32 / 32 papers shown

Title
Minimalist Vision with Freeform Pixels Jeremy Klotz Shree K. Nayar 57 3 0 03 Jan 2025
Optical aberrations in autonomous driving: Physics-informed parameterized temperature scaling for neural network uncertainty calibration D. Wolf Alexander Braun Markus Ulrich 99 0 0 18 Dec 2024
Depth from Coupled Optical Differentiation Junjie Luo Yuxuan Liu Emma Alexander Qi Guo 40 3 0 16 Sep 2024
Latent Space Imaging Matheus Souza Yidan Zheng Kaizhang Kang Yogeshwar Nath Mishra Qiang Fu Wolfgang Heidrich 65 0 0 09 Jul 2024
SpectralZoom: Efficient Segmentation with an Adaptive Hyperspectral Camera Jackson Arnold Sophia Rossi Chloe Petrosino Ethan Mitchell Sanjeev J. Koppal 36 0 0 06 Jun 2024
oTTC: Object Time-to-Contact for Motion Estimation in Autonomous Driving Abdul Hannan Khan Syed Tahseen Raza Rizvi Dheeraj Varma Chittari Macharavtu Andreas Dengel 41 0 0 13 May 2024
Deep Phase Coded Image Prior Nimrod Shabtay Eli Schwartz Raja Giryes 43 0 0 05 Apr 2024
Depolarized Holography with Polarization-multiplexing Metasurface Seung-Woo Nam Youngjin Kim Dong-Yon Kim Yoonchan Jeong 24 11 0 26 Sep 2023
Schrödinger's Camera: First Steps Towards a Quantum-Based Privacy Preserving Camera Hannah Kirkland S. Koppal 29 1 0 13 Mar 2023
Aberration-Aware Depth-from-Focus Xinge Yang Qiang Fu Mohammed Elhoseiny Wolfgang Heidrich 27 9 0 08 Mar 2023
Depth Estimation and Image Restoration by Deep Learning from Defocused Images Saqib Nazir Lorenzo Vaquero M. Mucientes V. Brea D. Coltuc 3DV MDE 39 11 0 21 Feb 2023
$Curriculum Learning for ab initio Deep Learned Refractive Optics$ Curriculum Learning for ab initio Deep Learned Refractive Optics Xinge Yang Q. Fu Wolfgang Heidrich 23 19 0 02 Feb 2023
3D Scene Inference from Transient Histograms Sacha Jungerman Atul Ingle Yin Li Mohit Gupta 18 6 0 09 Nov 2022
DAD vision: opto-electronic co-designed computer vision with division adjoint method Zihan Zang Hao Wang Yunpeng Xu 27 0 0 04 Nov 2022
Physics vs. Learned Priors: Rethinking Camera and Algorithm Design for Task-Specific Imaging Tzofi Klinghoffer S. Somasundaram Kushagra Tiwary Ramesh Raskar 26 8 0 21 Apr 2022
Learning Spatially Varying Pixel Exposures for Motion Deblurring Cindy M. Nguyen Julien N. P. Martel Gordon Wetzstein 24 16 0 14 Apr 2022
Video Reconstruction from a Single Motion Blurred Image using Learned Dynamic Phase Coding E. Yosef Shay Elmalem Raja Giryes 38 5 0 28 Dec 2021
Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision J. Suo Weihang Zhang Jin Gong Xin Yuan D. Brady Qionghai Dai 50 23 0 18 Sep 2021
A Simple Framework for 3D Lensless Imaging with Programmable Masks Yucheng Zheng Yi Hua Aswin C. Sankaranarayanan Ulugbek S. Kamilov 30 9 0 18 Aug 2021
CodedStereo: Learned Phase Masks for Large Depth-of-field Stereo Shiyu Tan Yichen Wu Shoou-I Yu Ashok Veeraraghavan 36 16 0 09 Apr 2021
Time-Multiplexed Coded Aperture Imaging: Learned Coded Aperture and Pixel Exposures for Compressive Imaging Systems Edwin Vargas Julien N. P. Martel Gordon Wetzstein Henry Arguello 24 23 0 06 Apr 2021
SaccadeCam: Adaptive Visual Attention for Monocular Depth Sensing Brevin Tilmon S. Koppal MDE 30 5 0 24 Mar 2021
Digital Gimbal: End-to-end Deep Image Stabilization with Learnable Exposure Times Omer Dahary M. Jacoby A. Bronstein 19 5 0 08 Dec 2020
Polka Lines: Learning Structured Illumination and Reconstruction for Active Stereo Seung-Hwan Baek Felix Heide 3DV 22 28 0 26 Nov 2020
On Deep Learning Techniques to Boost Monocular Depth Estimation for Autonomous Navigation R. Q. Mendes E. G. Ribeiro N. D. S. Rosa V. Grassi MDE 48 42 0 13 Oct 2020
Bidirectional Attention Network for Monocular Depth Estimation Shubhra Aich Jean M. Uwabeza Vianney Md. Amirul Islam Mannat Kaur Bingbing Liu MDE 32 75 0 01 Sep 2020
$Single-shot Hyperspectral-Depth Imaging with Learned Diffractive Optics$ Single-shot Hyperspectral-Depth Imaging with Learned Diffractive Optics Seung-Hwan Baek H. Ikoma D. S. Jeon Yuqi Li Wolfgang Heidrich Gordon Wetzstein Min H. Kim MDE 19 79 0 01 Sep 2020
Exploring the Capabilities and Limits of 3D Monocular Object Detection -- A Study on Simulation and Real World Data Felix Nobis Fabian Brunhuber Simon Janssen Johannes Betz Markus Lienkamp 3DPC 38 4 0 15 May 2020
Deep Learning Techniques for Inverse Problems in Imaging Greg Ongie A. Jalal Christopher A. Metzler Richard G. Baraniuk A. Dimakis Rebecca Willett 13 521 0 12 May 2020
Physics-enhanced machine learning for virtual fluorescence microscopy Colin L. Cooke Fanjie Kong A. Chaware Kevin C Zhou Kanghyun Kim Rong Xu D. Ando Samuel J. Yang P. C. Konda R. Horstmeyer AI4CE 30 17 0 09 Apr 2020
RefinedMPL: Refined Monocular PseudoLiDAR for 3D Object Detection in Autonomous Driving Jean M. Uwabeza Vianney Shubhra Aich Bingbing Liu 3DPC 32 35 0 21 Nov 2019
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 200 1,711 0 06 Jun 2018