Hierarchical Neural Architecture Search for Deep Stereo Matching

26 October 2020

Xuelian Cheng

Yiran Zhong

Mehrtash Harandi

Yuchao Dai

Xiaojun Chang

Papers citing "Hierarchical Neural Architecture Search for Deep Stereo Matching"

50 / 60 papers shown

Title
RobustSpring: Benchmarking Robustness to Image Corruptions for Optical Flow, Scene Flow and Stereo Jenny Schmalfuss Victor Oei Lukas Mehl Madlen Bartsch Shashank Agnihotri M. Keuper Andrés Bruhn 31 0 0 14 May 2025
Autonomous Robotic Pruning in Orchards and Vineyards: a Review Alessandro Navone Mauro Martini Marcello Chiaberge 38 0 0 12 May 2025
LeanStereo: A Leaner Backbone based Stereo Network Rafia Rahim Samuel Woerz A. Zell 3DV 47 0 0 24 Mar 2025
Distilling Stereo Networks for Performant and Efficient Leaner Networks Rafia Rahim Samuel Woerz A. Zell 77 0 0 24 Mar 2025
A Lightweight Target-Driven Network of Stereo Matching for Inland Waterways Jing Su Yiqing Zhou Yu Zhang Chao Wang Yi Wei 3DV 28 0 0 10 Oct 2024
LayeredFlow: A Real-World Benchmark for Non-Lambertian Multi-Layer Optical Flow Hongyu Wen Erich Liang Jia Deng 3DPC 39 5 0 09 Sep 2024
DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture Qianlong Xiang Miao Zhang Yuzhang Shang Jianlong Wu Yan Yan Liqiang Nie DiffM 66 10 0 05 Sep 2024
IGEV++: Iterative Multi-range Geometry Encoding Volumes for Stereo Matching Gangwei Xu Xianqi Wang Zhaoxing Zhang Junda Cheng Chunyuan Liao Xin Yang 3DV 75 11 0 01 Sep 2024
Temporal Event Stereo via Joint Learning with Stereoscopic Flow Hoonhee Cho Jae-Young Kang Kuk-Jin Yoon 34 4 0 15 Jul 2024
Stereo Risk: A Continuous Modeling Approach to Stereo Matching Ce Liu Suryansh Kumar Shuhang Gu Radu Timofte Yao Yao Luc Van Gool 37 5 0 03 Jul 2024
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
PLT-D3: A High-fidelity Dynamic Driving Simulation Dataset for Stereo Depth and Scene Flow Joshua Tokarsky Ibrahim Abdulhafiz S. Ayyalasomayajula Mostafa Mohsen Navya G. Rao Adam Forbes 29 1 0 11 Jun 2024
Digging Into Normal Incorporated Stereo Matching Zihua Liu Songyan Zhang Zhicheng Wang Masatoshi Okutomi 3DV 19 4 0 28 Feb 2024
Modeling Stereo-Confidence Out of the End-to-End Stereo-Matching Network via Disparity Plane Sweep Jae Young Lee Woonghyun Ka Jaehyun Choi Junmo Kim 20 1 0 22 Jan 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
DiffuVolume: Diffusion Model for Volume based Stereo Matching Dian Zheng Xiao-Ming Wu Zuhao Liu Jingke Meng Weixin Zheng DiffM 16 13 0 30 Aug 2023
DELFlow: Dense Efficient Learning of Scene Flow for Large-Scale Point Clouds Chensheng Peng Guangming Wang Xian Wan Lo Xin Wu Chenfeng Xu Masayoshi Tomizuka Wei Zhan Hesheng Wang 3DPC 27 8 0 08 Aug 2023
Flare7K++: Mixing Synthetic and Real Datasets for Nighttime Flare Removal and Beyond Yu Dai Chongyi Li Shangchen Zhou Ruicheng Feng Yihang Luo Chen Change Loy 25 26 0 07 Jun 2023
Auto-Spikformer: Spikformer Architecture Search Kaiwei Che Zhaokun Zhou Zhengyu Ma Wei Fang Yanqing Chen Shuaijie Shen Liuliang Yuan Yonghong Tian 29 4 0 01 Jun 2023
NeRF-Supervised Deep Stereo Fabio Tosi A. Tonioni Daniele De Gregorio Matteo Poggi MDE 21 42 0 30 Mar 2023
Fully neuromorphic vision and control for autonomous drone flight Federico Paredes-Valles J. Hagenaars Julien Dupeyroux S. Stroobants Ying Xu Guido de Croon 33 36 0 15 Mar 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
I2P-Rec: Recognizing Images on Large-scale Point Cloud Maps through Bird's Eye View Projections Shuhang Zheng Yixuan Li Zhuopu Yu B. Yu Sixi Cao ... Jintao Xu Rui Ai Weihao Gu L. Luo Hui-Liang Shen 3DPC 23 12 0 02 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
TemporalStereo: Efficient Spatial-Temporal Stereo Matching Network Youming Zhang Matteo Poggi S. Mattoccia 27 13 0 24 Nov 2022
A Practical Stereo Depth System for Smart Glasses Jialiang Wang D. Scharstein Akash Bapat Kevin Blackburn-Matzen Matthew Yu ... Jan-Michael Frahm Zijian He Peter Vajda Michael F. Cohen M. Uyttendaele MDE 36 5 0 19 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
StereoISP: Rethinking Image Signal Processing for Dual Camera Systems Ahmad Bin Rabiah Qi Guo 19 0 0 11 Nov 2022
Unifying Flow, Stereo and Depth Estimation Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi Feng Yu Dacheng Tao Andreas Geiger MDE 36 193 0 10 Nov 2022
A Comparative Study on Deep-Learning Methods for Dense Image Matching of Multi-angle and Multi-date Remote Sensing Stereo Images Hessah Albanwan R. Qin 21 23 0 25 Oct 2022
An Improved RaftStereo Trained with A Mixed Dataset for the Robust Vision Challenge 2022 Hualie Jiang Rui Xu Wen-Wen Jiang 3DV 19 8 0 23 Oct 2022
CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion Philippe Weinzaepfel Vincent Leroy Thomas Lucas Romain Brégier Yohann Cabon Vaibhav Arora L. Antsfeld Boris Chidlovskii G. Csurka Jérôme Revaud SSL 42 64 0 19 Oct 2022
Accurate and Efficient Stereo Matching via Attention Concatenation Volume Gangwei Xu Yun Wang Junda Cheng Jinhui Tang Xin Yang 3DV 3DPC 30 45 0 23 Sep 2022
SF2SE3: Clustering Scene Flow into SE(3)-Motions via Proposal and Selection Leonhard Sommer Philipp Schroppel Thomas Brox 3DPC 29 4 0 18 Sep 2022
StereoVoxelNet: Real-Time Obstacle Detection Based on Occupancy Voxels from a Stereo Camera Using Deep Neural Networks Hongyu Li ZeLin Li Neset Unver Akmandor Huaizu Jiang Yanzhi Wang T. Padır 38 11 0 18 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
H2-Stereo: High-Speed, High-Resolution Stereoscopic Video System Ming Cheng Yiling Xu Wang Shen Ulugbek S. Kamilov Chao Ma Jun Sun Zhan Ma 27 3 0 04 Aug 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 32 31 0 09 Jun 2022
Neural Architecture Search for Dense Prediction Tasks in Computer Vision T. Elsken Arber Zela J. H. Metzen B. Staffler Thomas Brox Abhinav Valada Frank Hutter OOD 36 17 0 15 Feb 2022
Input-level Inductive Biases for 3D Reconstruction Yifan Wang Carl Doersch Relja Arandjelović João Carreira Andrew Zisserman 3DV 45 24 0 06 Dec 2021
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
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
Multi-scale Iterative Residuals for Fast and Scalable Stereo Matching Yicheng Li René Schuster D. Stricker 3DV 18 1 0 25 Oct 2021
RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching Lahav Lipson Zachary Teed Jia Deng MDE 51 390 0 15 Sep 2021
RGB-D Saliency Detection via Cascaded Mutual Information Minimization Jing Zhang Deng-Ping Fan Yuchao Dai Xin Yu Yiran Zhong Nick Barnes Ling Shao 49 96 0 15 Sep 2021
LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-based 3D Detector Xiaoyang Guo Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 34 106 0 18 Aug 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
iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients Miao Zhang Steven W. Su Shirui Pan Xiaojun Chang Ehsan Abbasnejad Reza Haffari 24 68 0 21 Jun 2021
Semi-Supervised Disparity Estimation with Deep Feature Reconstruction Julia Guerrero-Viu Sergio Izquierdo Philipp Schroppel Thomas Brox 16 0 0 01 Jun 2021
BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search Changlin Li Tao Tang Guangrun Wang Jiefeng Peng Bing Wang Xiaodan Liang Xiaojun Chang ViT 48 105 0 23 Mar 2021