Diffusion Models for Monocular Depth Estimation: Overcoming Challenging
Conditions

Diffusion Models for Monocular Depth Estimation: Overcoming Challenging Conditions

23 July 2024

Fabio Tosi

Pierluigi Zama Ramirez

Matteo Poggi

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Papers citing "Diffusion Models for Monocular Depth Estimation: Overcoming Challenging Conditions"

17 / 17 papers shown

Title
Learning Depth from Past Selves: Self-Evolution Contrast for Robust Depth Estimation Jing Cao Kui Jiang Shenyi Li Xiaocheng Feng Y. Huang 72 0 0 19 Nov 2025
EGSA-PT:Edge-Guided Spatial Attention with Progressive Training for Monocular Depth Estimation and Segmentation of Transparent Objects Gbenga Omotara Ramy M. A. Farag Seyed Mohamad Ali Tousi G.N. DeSouza MDE 236 0 0 18 Nov 2025
ER-LoRA: Effective-Rank Guided Adaptation for Weather-Generalized Depth Estimation Weilong Yan Xin Zhang Robby T. Tan MDE 231 0 0 31 Aug 2025
Stable-Sim2Real: Exploring Simulation of Real-Captured 3D Data with Two-Stage Depth Diffusion Mutian Xu Chongjie Ye Haolin Liu Yushuang Wu Jiahao Chang Xiaoguang Han DiffM 199 1 0 31 Jul 2025
Control and Realism: Best of Both Worlds in Layout-to-Image without Training Bonan li Yinhan Hu Songhua Liu Xinchao Wang DiffM 212 2 0 18 Jun 2025
NTIRE 2025 Challenge on HR Depth from Images of Specular and Transparent Surfaces Pierluigi Zama Ramirez Fabio Tosi Luigi Di Stefano Radu Timofte Alex Costanzino ... Jing Cao Shenyi Li Kui Jiang Junjun Jiang Y. Huang MDE 207 25 0 06 Jun 2025
Perfecting Depth: Uncertainty-Aware Enhancement of Metric Depth Jinyoung Jun Lei Chu Jiahao Li Yan Lu Chang-Su Kim MDE 297 0 0 05 Jun 2025
Always Clear Depth: Robust Monocular Depth Estimation under Adverse WeatherInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Kui Jiang Jing Cao Zhaocheng Yu Junjun Jiang Jingchun Zhou MDE 232 2 0 18 May 2025
Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image AnalysisIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Bingxin Ke Kevin Qu Tianfu Wang Nando Metzger Shengyu Huang Bo Li Anton Obukhov Konrad Schindler DiffM VLM 330 28 0 14 May 2025
The Fourth Monocular Depth Estimation Challenge Anton Obukhov Matteo Poggi Fabio Tosi Ripudaman Singh Arora Jaime Spencer ... Tuan-Anh Yang Minh-Quang Nguyen T. Tran Albert Luginov Muhammad Shahzad MDE 903 3 0 24 Apr 2025
Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure PriorsComputer Vision and Pattern Recognition (CVPR), 2025 Weilong Yan Ming Li Haoyang Li Siyang Song Robby T. Tan MDE 280 12 0 26 Mar 2025
Seeing and Seeing Through the Glass: Real and Synthetic Data for Multi-Layer Depth Estimation Hongyu Wen Yiming Zuo Venkat Subramanian Patrick Chen Gaowen Liu 3DV 441 2 0 14 Mar 2025
UniDepthV2: Universal Monocular Metric Depth Estimation Made Simpler Luigi Piccinelli Daniel Gehrig Yifan Yang Mattia Segu Siyuan Li Wim Abbeloos Luc Van Gool MDE 461 66 0 27 Feb 2025
Survey on Monocular Metric Depth Estimation Jiuling Zhang VLM 656 8 0 21 Jan 2025
Multi-Modality Driven LoRA for Adverse Condition Depth Estimation Guanglei Yang Rui Tian Yongqiang Zhang Zhun Zhong Yongqiang Li Wangmeng Zuo 267 0 0 31 Dec 2024
Diffusion Models in 3D Vision: A Survey Zhen Wang Dongyuan Li Xue Liu Tianyu He Jiang Bian Renhe Jiang MedIm 696 11 0 07 Oct 2024
Monocular Depth Estimation Based On Deep Learning: An OverviewScience China Technological Sciences (Sci China Technol Sci), 2020 Chaoqiang Zhao Qiyu Sun Chongzhen Zhang Yang Tang Feng Qian MDE 469 280 0 14 Mar 2020