Monocular Depth Estimation Based On Deep Learning: An Overview

Monocular Depth Estimation Based On Deep Learning: An Overview

14 March 2020

Chongzhen Zhang

Papers citing "Monocular Depth Estimation Based On Deep Learning: An Overview"

17 / 17 papers shown

Title
Survey on Monocular Metric Depth Estimation Jiuling Zhang VLM 62 0 0 21 Jan 2025
MetricDepth: Enhancing Monocular Depth Estimation with Deep Metric Learning Chunpu Liu Guanglei Yang Wangmeng Zuo Tianyi Zan MDE 41 0 0 31 Dec 2024
SinkSAM: A Monocular Depth-Guided SAM Framework for Automatic Sinkhole Segmentation Osher Rafaeli T. Svoray Ariel Nahlieli 13 0 0 02 Oct 2024
Multi-faceted Sensory Substitution for Curb Alerting: A Pilot Investigation in Persons with Blindness and Low Vision Ligao Ruan Giles Hamilton-Fletcher Mahya Beheshti Todd E. Hudson Maurizio Porfiri JR Rizzo 23 0 0 26 Aug 2024
A Novel Spike Transformer Network for Depth Estimation from Event Cameras via Cross-modality Knowledge Distillation Xin Zhang Liangxiu Han Tam Sobeih Lianghao Han Darren Dancey 37 1 0 26 Apr 2024
Self-Supervised Monocular Depth Estimation in the Dark: Towards Data Distribution Compensation Haolin Yang Chaoqiang Zhao Lu Sheng Yang Tang MDE 23 1 0 22 Apr 2024
GasMono: Geometry-Aided Self-Supervised Monocular Depth Estimation for Indoor Scenes Chaoqiang Zhao Matteo Poggi Fabio Tosi Lei Zhou Qiyu Sun Yang Tang S. Mattoccia MDE 6 14 0 26 Sep 2023
ADU-Depth: Attention-based Distillation with Uncertainty Modeling for Depth Estimation Zizhang Wu Zhuozheng Li Zhi-Gang Fan Yunzhe Wu Xiaoquan Wang Rui Tang Jian Pu 13 1 0 26 Sep 2023
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 11 13 0 27 Jul 2023
Probabilistic Multimodal Depth Estimation Based on Camera-LiDAR Sensor Fusion Johan S. Obando-Ceron Victor A. Romero-Cano S. Monteiro MDE 18 2 0 20 Jul 2023
Regularising disparity estimation via multi task learning with structured light reconstruction Alistair Weld João Cartucho Chi Xu Joseph Davids Stamatia Giannarou 3DV 11 4 0 19 Jan 2023
Copy-Pasting Coherent Depth Regions Improves Contrastive Learning for Urban-Scene Segmentation Liang Zeng A. Lengyel Nergis Tomen J. C. V. Gemert AI4TS 6 0 0 25 Nov 2022
PanoDepth: A Two-Stage Approach for Monocular Omnidirectional Depth Estimation Yu-yang Li Zhixin Yan Ye Duan Liu Ren MDE 8 13 0 02 Feb 2022
GCNDepth: Self-supervised Monocular Depth Estimation based on Graph Convolutional Network Armin Masoumian Hatem A. Rashwan Saddam Abdulwahab Julián Cristiano D. Puig MDE 11 51 0 13 Dec 2021
CamLessMonoDepth: Monocular Depth Estimation with Unknown Camera Parameters Sai Shyam Chanduri Zeeshan Khan Suri Igor Vozniak Christian Müller MDE 11 11 0 27 Oct 2021
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies Yu Huang Yue Chen 3DPC 24 81 0 10 Jun 2020
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Mingming Gong Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 170 1,687 0 06 Jun 2018