Image de couverture de livre

SMFormer: Empowering Self-supervised Stereo Matching via Foundation Models and Data Augmentation

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Wang, Yun, Yang, Zhengjie, Zheng, Jiahao, Zhang, Zhanjie, Wu, Dapeng Oliver, Guo, Yulan
Format:	Preprint
Publié:	2026
Sujets:	Computer Vision and Pattern Recognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

RoSe: Robust Self-supervised Stereo Matching under Adverse Weather Conditions
par: Wang, Yun, et autres
Publié: (2025)

DEFOM-Stereo: Depth Foundation Model Based Stereo Matching
par: Jiang, Hualie, et autres
Publié: (2025)

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts
par: Wang, Yun, et autres
Publié: (2025)

PPMStereo: Pick-and-Play Memory Construction for Consistent Dynamic Stereo Matching
par: Wang, Yun, et autres
Publié: (2025)

OpenStereo: A Comprehensive Benchmark for Stereo Matching and Strong Baseline
par: Guo, Xianda, et autres
Publié: (2023)

FoundationStereo: Zero-Shot Stereo Matching
par: Wen, Bowen, et autres
Publié: (2025)

All-in-One: Transferring Vision Foundation Models into Stereo Matching
par: Zhou, Jingyi, et autres
Publié: (2024)

Stereo Anything: Unifying Zero-shot Stereo Matching with Large-Scale Mixed Data
par: Guo, Xianda, et autres
Publié: (2024)

Global Regulation and Excitation via Attention Tuning for Stereo Matching
par: Li, Jiahao, et autres
Publié: (2025)

Dusk Till Dawn: Self-supervised Nighttime Stereo Depth Estimation using Visual Foundation Models
par: Vankadari, Madhu, et autres
Publié: (2024)

Fast-FoundationStereo: Real-Time Zero-Shot Stereo Matching
par: Wen, Bowen, et autres
Publié: (2025)

Pseudo-Stereo Inputs: A Solution to the Occlusion Challenge in Self-Supervised Stereo Matching
par: Yang, Ruizhi, et autres
Publié: (2024)

PromptStereo: Zero-Shot Stereo Matching via Structure and Motion Prompts
par: Wang, Xianqi, et autres
Publié: (2026)

Consistency-aware Self-Training for Iterative-based Stereo Matching
par: Zhou, Jingyi, et autres
Publié: (2025)

Neural Markov Random Field for Stereo Matching
par: Guan, Tongfan, et autres
Publié: (2024)

Playing to Vision Foundation Model's Strengths in Stereo Matching
par: Liu, Chuang-Wei, et autres
Publié: (2024)

MaDis-Stereo: Enhanced Stereo Matching via Distilled Masked Image Modeling
par: Ahn, Jihye, et autres
Publié: (2024)

Temporally Consistent Stereo Matching
par: Zeng, Jiaxi, et autres
Publié: (2024)

Selective-Stereo: Adaptive Frequency Information Selection for Stereo Matching
par: Wang, Xianqi, et autres
Publié: (2024)

Pip-Stereo: Progressive Iterations Pruner for Iterative Optimization based Stereo Matching
par: Zheng, Jintu, et autres
Publié: (2026)

Match-Stereo-Videos: Bidirectional Alignment for Consistent Dynamic Stereo Matching
par: Jing, Junpeng, et autres
Publié: (2024)

RomniStereo: Recurrent Omnidirectional Stereo Matching
par: Jiang, Hualie, et autres
Publié: (2024)

ZeroStereo: Zero-shot Stereo Matching from Single Images
par: Wang, Xianqi, et autres
Publié: (2025)

Boosting Omnidirectional Stereo Matching with a Pre-trained Depth Foundation Model
par: Endres, Jannik, et autres
Publié: (2025)

Modeling Stereo-Confidence Out of the End-to-End Stereo-Matching Network via Disparity Plane Sweep
par: Lee, Jae Young, et autres
Publié: (2024)

Match Stereo Videos via Bidirectional Alignment
par: Jing, Junpeng, et autres
Publié: (2024)

MoCha-Stereo: Motif Channel Attention Network for Stereo Matching
par: Chen, Ziyang, et autres
Publié: (2024)

Ghost-Stereo: GhostNet-based Cost Volume Enhancement and Aggregation for Stereo Matching Networks
par: Jiang, Xingguang, et autres
Publié: (2024)

SPAST: Arbitrary Style Transfer with Style Priors via Pre-trained Large-scale Model
par: Zhang, Zhanjie, et autres
Publié: (2025)

SpatialDreamer: Self-supervised Stereo Video Synthesis from Monocular Input
par: Lv, Zhen, et autres
Publié: (2024)

Large-scale Self-supervised Video Foundation Model for Intelligent Surgery
par: Yang, Shu, et autres
Publié: (2025)

Stereo Any Video: Temporally Consistent Stereo Matching
par: Jing, Junpeng, et autres
Publié: (2025)

Self-Assessed Generation: Trustworthy Label Generation for Optical Flow and Stereo Matching in Real-world
par: Ling, Han, et autres
Publié: (2024)

Geometry Reinforced Efficient Attention Tuning Equipped with Normals for Robust Stereo Matching
par: Li, Jiahao, et autres
Publié: (2026)

Robust Synthetic-to-Real Transfer for Stereo Matching
par: Zhang, Jiawei, et autres
Publié: (2024)

MC-Stereo: Multi-peak Lookup and Cascade Search Range for Stereo Matching
par: Feng, Miaojie, et autres
Publié: (2023)

Probabilistic Modeling of Disparity Uncertainty for Robust and Efficient Stereo Matching
par: Cai, Wenxiao, et autres
Publié: (2024)

MonSter++: Unified Stereo Matching, Multi-view Stereo, and Real-time Stereo with Monodepth Priors
par: Cheng, Junda, et autres
Publié: (2025)

WAFT-Stereo: Warping-Alone Field Transforms for Stereo Matching
par: Wang, Yihan, et autres
Publié: (2026)

Lite Any Stereo: Efficient Zero-Shot Stereo Matching
par: Jing, Junpeng, et autres
Publié: (2025)