StereoNet: Guided Hierarchical Refinement for Real-Time Edge-Aware Depth Prediction

24 July 2018

Julien P. C. Valentin

Shahram Izadi

3DV

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Papers citing "StereoNet: Guided Hierarchical Refinement for Real-Time Edge-Aware Depth Prediction"

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Title
ThermoStereoRT: Thermal Stereo Matching in Real Time via Knowledge Distillation and Attention-based Refinement Anning Hu Ang Li Xirui Jin Danping Zou 36 0 0 10 Apr 2025
Distilling Stereo Networks for Performant and Efficient Leaner Networks Rafia Rahim Samuel Woerz A. Zell 77 0 0 24 Mar 2025
LeanStereo: A Leaner Backbone based Stereo Network Rafia Rahim Samuel Woerz A. Zell 3DV 47 0 0 24 Mar 2025
LightStereo: Channel Boost Is All You Need for Efficient 2D Cost Aggregation Xianda Guo Chenming Zhang Dujun Nie Wenzhao Zheng Youmin Zhang Long Chen Long Chen 32 7 0 28 Jun 2024
VHS: High-Resolution Iterative Stereo Matching with Visual Hull Priors Markus Plack Hannah Dröge Leif Van Holland M. Hullin 49 0 0 04 Jun 2024
Boosting Self-Supervision for Single-View Scene Completion via Knowledge Distillation Keonhee Han Dominik Muhle Felix Wimbauer Daniel Cremers 35 2 0 11 Apr 2024
Digging Into Normal Incorporated Stereo Matching Zihua Liu Songyan Zhang Zhicheng Wang Masatoshi Okutomi 3DV 19 4 0 28 Feb 2024
OpenStereo: A Comprehensive Benchmark for Stereo Matching and Strong Baseline Xianda Guo Chenming Zhang Juntao Lu Yiqi Wang Yiqun Duan Tian Yang Zheng Zhu Long Chen 3DV 38 16 0 01 Dec 2023
Revisiting Stereo Triangulation in UAV Distance Estimation Jiafan Zhuang Duan Yuan Rihong Yan Weixin Huang Yutao Zhou Zhun Fan 34 0 0 15 Jun 2023
A Simple Baseline for Supervised Surround-view Depth Estimation Xianda Guo Wenjie Yuan Yunpeng Zhang Tian Yang Chenming Zhang Zhengbiao Zhu Long Chen MDE 44 3 0 14 Mar 2023
Predictive World Models from Real-World Partial Observations Robin Karlsson Alexander Carballo Keisuke Fujii Kento Ohtani K. Takeda 41 5 0 12 Jan 2023
BEV-LGKD: A Unified LiDAR-Guided Knowledge Distillation Framework for BEV 3D Object Detection Jianing Li Ming Lu Jiaming Liu Yandong Guo Li Du Shanghang Zhang 40 6 0 01 Dec 2022
TemporalStereo: Efficient Spatial-Temporal Stereo Matching Network Youming Zhang Matteo Poggi S. Mattoccia 27 13 0 24 Nov 2022
CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow Philippe Weinzaepfel Thomas Lucas Vincent Leroy Yohann Cabon Vaibhav Arora Romain Brégier G. Csurka L. Antsfeld Boris Chidlovskii Jérôme Revaud ViT 29 83 0 18 Nov 2022
Active-Passive SimStereo -- Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods Laurent Valentin Jospin A. Antony Lian Xu Hamid Laga F. Boussaïd Bennamoun 29 4 0 17 Sep 2022
Bayesian Learning for Disparity Map Refinement for Semi-Dense Active Stereo Vision Laurent Valentin Jospin Hamid Laga F. Boussaïd Bennamoun 38 1 0 12 Sep 2022
PointFix: Learning to Fix Domain Bias for Robust Online Stereo Adaptation Kwonyoung Kim Jungin Park Jiyoung Lee Dongbo Min Kwanghoon Sohn 3DPC 31 3 0 27 Jul 2022
Revisiting Domain Generalized Stereo Matching Networks from a Feature Consistency Perspective Jiawei Zhang Xiang Wang Xiao Bai Chen Wang Lei Huang Yimin Chen Lin Gu Jun Zhou Tatsuya Harada Edwin R. Hancock 24 56 0 21 Mar 2022
OmniSyn: Synthesizing 360 Videos with Wide-baseline Panoramas David Li Yinda Zhang Christian Häne Danhang Tang Amitabh Varshney Ruofei Du MDE 22 6 0 17 Feb 2022
Local Similarity Pattern and Cost Self-Reassembling for Deep Stereo Matching Networks Biyang Liu Huimin Yu Yangqi Long 3DV 21 69 0 02 Dec 2021
Multi-scale Iterative Residuals for Fast and Scalable Stereo Matching Yicheng Li René Schuster D. Stricker 3DV 18 1 0 25 Oct 2021
Sensor-Guided Optical Flow Matteo Poggi Filippo Aleotti S. Mattoccia 25 5 0 30 Sep 2021
Correlate-and-Excite: Real-Time Stereo Matching via Guided Cost Volume Excitation Antyanta Bangunharcana Jae-Won Cho Seokju Lee In So Kweon Kyung-soo Kim Soohyun Kim 19 67 0 12 Aug 2021
A Novel 3D-UNet Deep Learning Framework Based on High-Dimensional Bilateral Grid for Edge Consistent Single Image Depth Estimation Mansi Sharma Abheesht Sharma Kadvekar Rohit Tushar Avinash Panneer MDE 46 6 0 21 May 2021
StereoPIFu: Depth Aware Clothed Human Digitization via Stereo Vision Yang Hong Juyong Zhang Boyi Jiang Yudong Guo Ligang Liu Hujun Bao 3DH 18 62 0 12 Apr 2021
Adaptive Deconvolution-based stereo matching Net for Local Stereo Matching Xin Ma Zhicheng Zhang Danfeng Wang Yu Luo Hui Yuan 14 4 0 01 Jan 2021
ADCPNet: Adaptive Disparity Candidates Prediction Network for Efficient Real-Time Stereo Matching He Dai Xuchong Zhang Yongli Zhao Hongbin Sun 26 4 0 18 Nov 2020
Geometry-based Occlusion-Aware Unsupervised Stereo Matching for Autonomous Driving Liang Peng Dan Deng Deng Cai 21 1 0 21 Oct 2020
Siamese Network for RGB-D Salient Object Detection and Beyond Keren Fu Deng-Ping Fan Ge-Peng Ji Qijun Zhao Jianbing Shen Ce Zhu 52 206 0 26 Aug 2020
Improving Monocular Depth Estimation by Leveraging Structural Awareness and Complementary Datasets Tian Chen S. An Yuan Zhang Chongyang Ma Huayan Wang Xiaoyan Guo Wen Zheng MDE 41 31 0 22 Jul 2020
Bi3D: Stereo Depth Estimation via Binary Classifications Abhishek Badki Alejandro J. Troccoli Kihwan Kim Jan Kautz P. Sen Orazio Gallo 24 73 0 14 May 2020
AANet: Adaptive Aggregation Network for Efficient Stereo Matching Haofei Xu Juyong Zhang 3DPC 3DV 21 455 0 20 Apr 2020
Du $^2$ Net: Learning Depth Estimation from Dual-Cameras and Dual-Pixels Yinda Zhang Neal Wadhwa Sergio Orts Christian Häne S. Fanello Rahul Garg MDE 3DV 27 36 0 31 Mar 2020
Superpixel Segmentation with Fully Convolutional Networks Fengting Yang Qian Sun Hailin Jin Zihan Zhou SSeg 19 185 0 29 Mar 2020
Holopix50k: A Large-Scale In-the-wild Stereo Image Dataset Yiwen Hua Puneet Kohli Pritish Uplavikar Anand Ravi Saravanan Gunaseelan Jason Orozco Edward Li 3DV MDE 23 41 0 25 Mar 2020
Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems Patrick Knöbelreiter Christian Sormann Alexander Shekhovtsov Friedrich Fraundorfer Thomas Pock 36 22 0 13 Mar 2020
Domain-invariant Stereo Matching Networks Feihu Zhang Xiaojuan Qi Ruigang Yang V. Prisacariu B. Wah Philip Torr OOD 16 167 0 29 Nov 2019
Real-Time Semantic Stereo Matching Pier Luigi Dovesi Matteo Poggi Lorenzo Andraghetti Miquel Martí Hedvig Kjellström Alessandro Pieropan S. Mattoccia 3DV 24 71 0 01 Oct 2019
SteReFo: Efficient Image Refocusing with Stereo Vision Benjamin Busam Matthieu Hog Jingyu Sun Greg Slabaugh VGen MDE 21 33 0 29 Sep 2019
Extreme View Synthesis Inchang Choi Orazio Gallo Alejandro J. Troccoli Min H. Kim Jan Kautz 27 193 0 12 Dec 2018
Anytime Stereo Image Depth Estimation on Mobile Devices Yan Wang Zihang Lai Gao Huang Brian H. Wang L. V. D. van der Maaten M. Campbell Kilian Q. Weinberger 27 183 0 26 Oct 2018
Real-time self-adaptive deep stereo A. Tonioni Fabio Tosi Matteo Poggi S. Mattoccia Luigi Di Stefano 19 265 0 12 Oct 2018