A Robust End-to-End Speckle Stereo Matching Network for Industrial Scenes

A Robust End-to-End Speckle Stereo Matching Network for Industrial Scenes

The detection capability of deep learning-based stereo matching in industrial applications is inherently limited due to challenges posed by weak texture and inconsistent reflectance, making it difficult to accurately recover complex surface details. To achieve accurate measurements, this paper prese...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид:	Yunxuan Liu, Kai Yang, Xinyu Li, Zijian Bai, Yingying Wan, Liming Xie
Формат:	Өгүүллэг
Хэл сонгох:	English
Хэвлэсэн:	IEEE 2024-01-01
Цуврал:	IEEE Access
Нөхцлүүд:	Stereo matching Gray code-assisted phase shifting high robustness industrial imaging group-wise volume correction map
Онлайн хандалт:	https://ieeexplore.ieee.org/document/10387681/

Ижил төстэй зүйлс

HCVNet: Binocular Stereo Matching via Hybrid Cost Volume Computation Module With Attention
-н: Chenglin Dai, зэрэг
Хэвлэсэн: (2022-01-01)

Reliable and Effective Stereo Matching for Underwater Scenes
-н: Lvwei Zhu, зэрэг
Хэвлэсэн: (2024-12-01)

The Adversarial Robust and Generalizable Stereo Matching for Infrared Binocular Based on Deep Learning
-н: Bowen Liu, зэрэг
Хэвлэсэн: (2024-10-01)

Efficient and Robust Feature Matching for High-Resolution Satellite Stereos
-н: Danchao Gong, зэрэг
Хэвлэсэн: (2022-11-01)

Correction Compensation and Adaptive Cost Aggregation for Deep Laparoscopic Stereo Matching
-н: Jian Zhang, зэрэг
Хэвлэсэн: (2024-07-01)

Adaptive Kernel Convolutional Stereo Matching Recurrent Network
-н: Jiamian Wang, зэрэг
Хэвлэсэн: (2024-11-01)

End-to-End Edge-Guided Multi-Scale Matching Network for Optical Satellite Stereo Image Pairs
-н: Yixin Luo, зэрэг
Хэвлэсэн: (2024-03-01)

Deep Stereo Network With Cross-Correlation Volume Construction and Least Square Aggregation
-н: Guowei An, зэрэг
Хэвлэсэн: (2025-01-01)

A Fast Stereo Matching Network with Multi-Cross Attention
-н: Ming Wei, зэрэг
Хэвлэсэн: (2021-09-01)

Robust Cost Volume Generation Method for Dense Stereo Matching in Endoscopic Scenarios
-н: Yucheng Jiang, зэрэг
Хэвлэсэн: (2023-03-01)

A Stereo Matching Method for 3D Image Measurement of Long-Distance Sea Surface
-н: Ying Yang, зэрэг
Хэвлэсэн: (2021-11-01)

Simplified High-Performance Cost Aggregation for Stereo Matching
-н: Chengtao Zhu, зэрэг
Хэвлэсэн: (2023-01-01)

A Comparison and Evaluation of Stereo Matching on Active Stereo Images
-н: Mingyu Jang, зэрэг
Хэвлэсэн: (2022-04-01)

Optimizing 3D Convolution Kernels on Stereo Matching for Resource Efficient Computations
-н: Jianqiang Xiao, зэрэг
Хэвлэсэн: (2021-10-01)

Matching Large Baseline Oblique Stereo Images Using an End-to-End Convolutional Neural Network
-н: Guobiao Yao, зэрэг
Хэвлэсэн: (2021-01-01)

Efficient Multi-Scale Stereo-Matching Network Using Adaptive Cost Volume Filtering
-н: Suyeon Jeon, зэрэг
Хэвлэсэн: (2022-07-01)

Scene Reconstruction Algorithm for Unstructured Weak-Texture Regions Based on Stereo Vision
-н: Mingju Chen, зэрэг
Хэвлэсэн: (2023-05-01)

PATCH BASED STEREO MATCHING USING CONVOLUTIONAL NEURAL NETWORK
-н: Rachna Verma, зэрэг
Хэвлэсэн: (2021-02-01)

An Image Stereo Matching Algorithm with Multi-Spectral Attention Mechanism
-н: Zhenhua Quan, зэрэг
Хэвлэсэн: (2023-09-01)

Research on wave measurement and simulation experiments of binocular stereo vision based on intelligent feature matching
-н: Junjie Wu, зэрэг
Хэвлэсэн: (2024-12-01)

A Joint 2D-3D Complementary Network for Stereo Matching
-н: Xiaogang Jia, зэрэг
Хэвлэсэн: (2021-02-01)

Adaptive Deconvolution-Based Stereo Matching Net for Local Stereo Matching
-н: Xin Ma, зэрэг
Хэвлэсэн: (2022-02-01)

An evaluation of Deep Learning based stereo dense matching dataset shift from aerial images and a large scale stereo dataset
-н: Teng Wu, зэрэг
Хэвлэсэн: (2024-04-01)

Rethinking the Key Factors for the Generalization of Remote Sensing Stereo Matching Networks
-н: Liting Jiang, зэрэг
Хэвлэсэн: (2025-01-01)

Spatiotemporal Matching Cost Function Based on Differential Evolutionary Algorithm for Random Speckle 3D Reconstruction
-н: Lingyin Kong, зэрэг
Хэвлэсэн: (2022-04-01)

An Improved Stereo Matching Algorithm Based on Joint Similarity Measure and Adaptive Weights
-н: Xiangjun Lai, зэрэг
Хэвлэсэн: (2022-12-01)

A Topology-Based Stereo Matching Method for One Shot 3D Measurement Using Coded Spot-Array Structured Light
-н: Junhui Mei, зэрэг
Хэвлэсэн: (2021-09-01)

A Taillight Matching and Pairing Algorithm for Stereo-Vision-Based Nighttime Vehicle-to-Vehicle Positioning
-н: Thai-Hoa Huynh, зэрэг
Хэвлэсэн: (2020-09-01)

Improvement of AD-Census Algorithm Based on Stereo Vision
-н: Yina Wang, зэрэг
Хэвлэсэн: (2022-09-01)

Self-Supervised Stereo Matching Method Based on SRWP and PCAM for Urban Satellite Images
-н: Wen Chen, зэрэг
Хэвлэсэн: (2022-03-01)

<i>PlantStereo</i>: A High Quality Stereo Matching Dataset for Plant Reconstruction
-н: Qingyu Wang, зэрэг
Хэвлэсэн: (2023-01-01)

Efficient Stereo Visual Odometry on FPGA Featuring On-Chip Map Management and Pipelined Descriptor-Based Block Matching
-н: Yuki Ichikawa, зэрэг
Хэвлэсэн: (2024-01-01)

Hourglass MobileNetV3_large Stereo Matching Network
-н: Lijie Yang, зэрэг
Хэвлэсэн: (2024-01-01)

An efficient and accurate multi-level cascaded recurrent network for stereo matching
-н: Ziyu Zhong, зэрэг
Хэвлэсэн: (2024-04-01)

Unsupervised Stereo Matching with Surface Normal Assistance for Indoor Depth Estimation
-н: Xiule Fan, зэрэг
Хэвлэсэн: (2023-12-01)

Matchability and Uncertainty-Aware Iterative Disparity Refinement for Stereo Matching
-н: Junwei Wang, зэрэг
Хэвлэсэн: (2024-09-01)

3D Positioning Method for Pineapple Eyes Based on Multiangle Image Stereo-Matching
-н: Anwen Liu, зэрэг
Хэвлэсэн: (2022-11-01)

Volumetric Analysis of the Landslide in Abe Barek, Afghanistan Based on Nonlinear Mapping of Stereo Satellite Imagery-Derived DEMs
-н: Mujeeb Rahman Atefi, зэрэг
Хэвлэсэн: (2021-01-01)

Omni-Directional Semi-Global Stereo Matching with Reliable Information Propagation
-н: Yueyang Ma, зэрэг
Хэвлэсэн: (2022-11-01)

A Confidence-Aware Cascade Network for Multi-Scale Stereo Matching of Very-High-Resolution Remote Sensing Images
-н: Rongshu Tao, зэрэг
Хэвлэсэн: (2022-03-01)