LightDepth: Single-View Depth Self-Supervision from Illumination Decline

LightDepth: Single-View Depth Self-Supervision from Illumination Decline

21 August 2023

Javier Rodríguez-Puigvert

Víctor M. Batlle

José M. M. Montiel

Ruben Martinez Cantin

Juan D. Tardós

Papers citing "LightDepth: Single-View Depth Self-Supervision from Illumination Decline"

8 / 8 papers shown

Title
Automated vision-based assistance tools in bronchoscopy: stenosis severity estimation Clara Tomasini Javier Rodriguez-Puigvert Dinora Polanco Manuel Viñuales L. Riazuelo Ana C. Murillo 57 0 0 08 May 2025
PPS-Ctrl: Controllable Sim-to-Real Translation for Colonoscopy Depth Estimation Xinqi Xiong Andrea Dunn Beltran Jun Myeong Choi Marc Niethammer Roni Sengupta DiffM MedIm 42 0 0 23 Apr 2025
Learning to Efficiently Adapt Foundation Models for Self-Supervised Endoscopic 3D Scene Reconstruction from Any Cameras Beilei Cui Long Bai Mobarakol Islam An-Chi Wang Z. Ma ... Feng Li Zhen Chen Zhongliang Jiang Nassir Navab Hongliang Ren MedIm 60 0 0 20 Mar 2025
Robust3D-CIL: Robust Class-Incremental Learning for 3D Perception Jinge Ma Jiangpeng He F. Zhu 3DPC 68 0 0 18 Mar 2025
NFL-BA: Improving Endoscopic SLAM with Near-Field Light Bundle Adjustment Andrea Dunn Beltran Daniel Rho Marc Niethammer Roni Sengupta Roni Sengupta 90 2 0 17 Dec 2024
Leveraging Near-Field Lighting for Monocular Depth Estimation from Endoscopy Videos Akshay Paruchuri S. Ehrenstein Shuxian Wang Inbar Fried Stephen M. Pizer Marc Niethammer Roni Sengupta MDE 40 6 0 26 Mar 2024
Adversarial Domain Feature Adaptation for Bronchoscopic Depth Estimation Mert Asim Karaoglu Nikolas Brasch Marijn F. Stollenga W. Wein Nassir Navab F. Tombari A. Ladikos OOD MedIm MDE 41 16 0 24 Sep 2021
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 197 1,708 0 06 Jun 2018