Reversing the cycle: self-supervised deep stereo through enhanced
monocular distillation

Reversing the cycle: self-supervised deep stereo through enhanced monocular distillation

17 August 2020

Filippo Aleotti

Fabio Tosi

Li Zhang

Matteo Poggi

Papers citing "Reversing the cycle: self-supervised deep stereo through enhanced monocular distillation"

15 / 15 papers shown

Title
NeRF-Supervised Deep Stereo Fabio Tosi A. Tonioni Daniele De Gregorio Matteo Poggi MDE 21 41 0 30 Mar 2023
Booster: a Benchmark for Depth from Images of Specular and Transparent Surfaces Pierluigi Zama Ramirez Alex Costanzino Fabio Tosi Matteo Poggi Samuele Salti S. Mattoccia Luigi Di Stefano MDE 30 21 0 19 Jan 2023
Unsupervised confidence for LiDAR depth maps and applications Andrea Conti Matteo Poggi Filippo Aleotti S. Mattoccia 3DV 29 12 0 06 Oct 2022
FCDSN-DC: An Accurate and Lightweight Convolutional Neural Network for Stereo Estimation with Depth Completion Dominik Hirner Friedrich Fraundorfer 3DV 3DPC 29 2 0 14 Sep 2022
Open Challenges in Deep Stereo: the Booster Dataset Pierluigi Zama Ramirez Fabio Tosi Matteo Poggi Samuele Salti S. Mattoccia Luigi Di Stefano 3DV MDE 27 29 0 09 Jun 2022
Multi-Frame Self-Supervised Depth with Transformers Vitor Campagnolo Guizilini Rares Andrei Ambrus Di Chen Sergey Zakharov Adrien Gaidon ViT MDE 17 84 0 15 Apr 2022
Neural Disparity Refinement for Arbitrary Resolution Stereo Filippo Aleotti Fabio Tosi Pierluigi Zama Ramirez Matteo Poggi Samuele Salti S. Mattoccia Luigi Di Stefano 3DV 12 26 0 28 Oct 2021
Semi-Supervised Disparity Estimation with Deep Feature Reconstruction Julia Guerrero-Viu Sergio Izquierdo Philipp Schroppel Thomas Brox 14 0 0 01 Jun 2021
SMURF: Self-Teaching Multi-Frame Unsupervised RAFT with Full-Image Warping Austin Stone Daniel Maurer Alper Ayvaci A. Angelova Rico Jonschkowski 40 81 0 14 May 2021
The Temporal Opportunist: Self-Supervised Multi-Frame Monocular Depth Jamie Watson Oisin Mac Aodha V. Prisacariu Gabriel J. Brostow Michael Firman MDE 37 264 0 29 Apr 2021
Stereo Matching by Self-supervision of Multiscopic Vision Weihao Yuan Yazhan Zhang Bingkun Wu Siyu Zhu P. Tan M. Y. Wang Qifeng Chen MDE 20 20 0 09 Apr 2021
Geometry-Aware Unsupervised Domain Adaptation for Stereo Matching Hiroki Sakuma Yoshinori Konishi 21 2 0 26 Mar 2021
PLADE-Net: Towards Pixel-Level Accuracy for Self-Supervised Single-View Depth Estimation with Neural Positional Encoding and Distilled Matting Loss J. P. Bello Munchurl Kim 3DV MDE 35 47 0 12 Mar 2021
Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration Liyuan Pan S. Chowdhury Richard I. Hartley Miaomiao Liu Hongguang Zhang Hongdong Li 3DV 3DH MDE 22 41 0 01 Dec 2020
ARBEE: Towards Automated Recognition of Bodily Expression of Emotion In the Wild Yu Luo Jianbo Ye Reginald B. Adams Jia Li M. Newman Jianmin Wang 56 86 0 28 Aug 2018