Self-Supervised Monocular Depth Estimation in the Dark: Towards Data Distribution Compensation

22 April 2024

Papers citing "Self-Supervised Monocular Depth Estimation in the Dark: Towards Data Distribution Compensation"

20 / 20 papers shown

Title
The Monocular Depth Estimation Challenge Jaime Spencer Chao Qian Chris Russell Simon Hadfield E. Graf ... Fabio Tosi Hao Wang Youming Zhang Yusheng Zhang Chaoqiang Zhao MDE 59 21 0 22 Nov 2022
MonoViT: Self-Supervised Monocular Depth Estimation with a Vision Transformer Chaoqiang Zhao Youming Zhang Matteo Poggi Fabio Tosi Xianda Guo Zheng Zhu Guan Huang Yang Tang S. Mattoccia ViT MDE 69 184 0 06 Aug 2022
When the Sun Goes Down: Repairing Photometric Losses for All-Day Depth Estimation M. Vankadari Stuart Golodetz Sourav Garg Sangyun Shin Andrew Markham Niki Trigoni 34 24 0 28 Jun 2022
QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation Xueqi Hu Xinyue Zhou Qiusheng Huang Zhengyi Shi Li Sun Qingli Li 56 79 0 16 Mar 2022
NeW CRFs: Neural Window Fully-connected CRFs for Monocular Depth Estimation Weihao Yuan Xiaodong Gu Zuozhuo Dai Siyu Zhu Ping Tan 82 182 0 03 Mar 2022
Rethinking Noise Synthesis and Modeling in Raw Denoising Yuanhang Zhang Hongwei Qin Xiaogang Wang Hongsheng Li DiffM 56 66 0 10 Oct 2021
Fine-grained Semantics-aware Representation Enhancement for Self-supervised Monocular Depth Estimation Hyun-Joo Jung Eunhyeok Park S. Yoo MDE 58 111 0 19 Aug 2021
Self-supervised Monocular Depth Estimation for All Day Images using Domain Separation Lina Liu Xibin Song Mengmeng Wang Yong Liu Liangjun Zhang MDE 54 68 0 17 Aug 2021
AdaBins: Depth Estimation using Adaptive Bins S. Bhat Ibraheem Alhashim Peter Wonka 3DV MDE ViT 122 858 0 28 Nov 2020
Unsupervised Monocular Depth Learning in Dynamic Scenes Hanhan Li A. Gordon Hang Zhao Vincent Casser Angelova MDE 104 137 0 30 Oct 2020
Self-Supervised Scale Recovery for Monocular Depth and Egomotion Estimation Brandon Wagstaff Jonathan Kelly MDE 65 32 0 08 Sep 2020
Contrastive Learning for Unpaired Image-to-Image Translation Taesung Park Alexei A. Efros Richard Y. Zhang Jun-Yan Zhu SSL 86 1,232 0 30 Jul 2020
Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance Marvin Klingner Jan-Aike Termöhlen Jonas Mikolajczyk Tim Fingscheidt MDE 121 324 0 14 Jul 2020
Toward Hierarchical Self-Supervised Monocular Absolute Depth Estimation for Autonomous Driving Applications Feng Xue Guirong Zhuo Ziyuan Huang Wufei Fu Zhuoyue Wu M. Ang MDE 62 77 0 12 Apr 2020
Monocular Depth Estimation Based On Deep Learning: An Overview Chaoqiang Zhao Qiyu Sun Chongzhen Zhang Yang Tang Feng Qian MDE 203 254 0 14 Mar 2020
3D Packing for Self-Supervised Monocular Depth Estimation Vitor Campagnolo Guizilini Rares Andrei Ambrus Sudeep Pillai Allan Raventos Adrien Gaidon SSL 3DPC MDE 81 649 0 06 May 2019
nuScenes: A multimodal dataset for autonomous driving Holger Caesar Varun Bankiti Alex H. Lang Sourabh Vora Venice Erin Liong Qiang Xu Anush Krishnan Yuxin Pan G. Baldan Oscar Beijbom 3DPC 301 5,779 0 26 Mar 2019
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 299 1,188 0 04 May 2018
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 314 7,392 0 05 Jun 2015
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen Christian Puhrsch Rob Fergus MDE 3DPC 3DV 239 4,066 0 09 Jun 2014