Toward Hierarchical Self-Supervised Monocular Absolute Depth Estimation for Autonomous Driving Applications

12 April 2020

Papers citing "Toward Hierarchical Self-Supervised Monocular Absolute Depth Estimation for Autonomous Driving Applications"

20 / 20 papers shown

Title
Always Clear Depth: Robust Monocular Depth Estimation under Adverse Weather Kui Jiang Jing Cao Zhaocheng Yu Junjun Jiang Jingchun Zhou MDE 29 0 0 18 May 2025
Vision-Language Embodiment for Monocular Depth Estimation Jinchang Zhang Guoyu Lu VLM MDE 60 0 0 18 Mar 2025
MGNiceNet: Unified Monocular Geometric Scene Understanding Markus Schön Michael Buchholz Klaus C. J. Dietmayer 3DPC 94 0 0 18 Nov 2024
RSA: Resolving Scale Ambiguities in Monocular Depth Estimators through Language Descriptions Ziyao Zeng Yangchao Wu Hyoungseob Park Daniel Wang Fengyu Yang Stefano Soatto Dong Lao Byung-Woo Hong Alex Wong MDE 39 7 0 03 Oct 2024
FisheyeDepth: A Real Scale Self-Supervised Depth Estimation Model for Fisheye Camera Guoyang Zhao Yuxuan Liu Weiqing Qi Fulong Ma Ming Liu Jun Ma MDE 41 0 0 23 Sep 2024
Self-Supervised Monocular Depth Estimation in the Dark: Towards Data Distribution Compensation Haolin Yang Chaoqiang Zhao Lu Sheng Yang Tang MDE 57 2 0 22 Apr 2024
The RoboDepth Challenge: Methods and Advancements Towards Robust Depth Estimation Lingdong Kong Yaru Niu Shaoyuan Xie Hanjiang Hu Lai Xing Ng ... Zhenyu Li Runze Chen Haiyong Luo Fang Zhao Jing Yu 51 13 0 27 Jul 2023
FSNet: Redesign Self-Supervised MonoDepth for Full-Scale Depth Prediction for Autonomous Driving Yuxuan Liu Zhenhua Xu Huaiyang Huang Lujia Wang Ming Liu MDE 51 3 0 21 Apr 2023
Multi-Frame Self-Supervised Depth Estimation with Multi-Scale Feature Fusion in Dynamic Scenes Jiquan Zhong Xiaolin Huang Xiao-Wei Yu MDE 37 4 0 26 Mar 2023
A Study on the Generality of Neural Network Structures for Monocular Depth Estimation Ji-Hoon Bae K. Hwang Sunghoon Im MDE 37 7 0 09 Jan 2023
DepthP+P: Metric Accurate Monocular Depth Estimation using Planar and Parallax Sadra Safadoust Fatma Guney MDE 34 0 0 05 Jan 2023
JPerceiver: Joint Perception Network for Depth, Pose and Layout Estimation in Driving Scenes Haimei Zhao Jing Zhang Sen Zhang Dacheng Tao 24 15 0 16 Jul 2022
MGNet: Monocular Geometric Scene Understanding for Autonomous Driving Markus Schön M. Buchholz Klaus C. J. Dietmayer 3DPC 3DGS 35 42 0 27 Jun 2022
SelfTune: Metrically Scaled Monocular Depth Estimation through Self-Supervised Learning Jaehoon Choi Dongki Jung Yonghan Lee Deok-Won Kim Tianyi Zhou Donghwan Lee MDE SSL 29 5 0 10 Mar 2022
Road-aware Monocular Structure from Motion and Homography Estimation Wei Sui Teng Chen Jiaxin Zhang Jiao Lu Qian Zhang 34 3 0 16 Dec 2021
CamLessMonoDepth: Monocular Depth Estimation with Unknown Camera Parameters Sai Shyam Chanduri Zeeshan Khan Suri Igor Vozniak Christian Müller MDE 34 12 0 27 Oct 2021
Self-supervised Learning of Occlusion Aware Flow Guided 3D Geometry Perception with Adaptive Cross Weighted Loss from Monocular Videos Jiaojiao Fang Guizhong Liu 3DPC SSL 24 0 0 09 Aug 2021
Self-supervised Depth Estimation Leveraging Global Perception and Geometric Smoothness Using On-board Videos Shaocheng Jia Xin Pei W. Yao S. Wong 3DPC MDE 48 19 0 07 Jun 2021
Ground Plane based Absolute Scale Estimation for Monocular Visual Odometry Dingfu Zhou Yuchao Dai Hongdong Li 32 44 0 03 Mar 2019
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 203 1,710 0 06 Jun 2018