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   Articles with "two view" as a keyword



Refractive Two-View Reconstruction for Underwater 3D Vision

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recommendations! Published in 2019 at "International Journal of Computer Vision"

DOI: 10.1007/s11263-019-01218-9

Abstract: Recovering 3D geometry from cameras in underwater applications involves the Refractive Structure-from-Motion problem where the non-linear distortion of light induced by a change of medium density invalidates the single viewpoint assumption. The pinhole-plus-distortion camera projection… read more here.

Keywords: camera; camera model; two view; view reconstruction ... See more keywords

Learning Two-View Correspondences and Geometry Using Neighbor-Aware Network

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recommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"

DOI: 10.1109/lgrs.2022.3159571

Abstract: Finding reliable correspondences between two images is a fundamental problem in remote-sensing image registration. In the face of sparse and unordered correspondences, the previous learning-based works often focus on global information and ignore valuable local… read more here.

Keywords: network; view correspondences; learning two; geometry ... See more keywords

MC-Net: Integrating Multi-Level Geometric Context for Two-View Correspondence Learning

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recommendations! Published in 2024 at "IEEE Transactions on Circuits and Systems for Video Technology"

DOI: 10.1109/tcsvt.2024.3374772

Abstract: In two-view correspondence learning, prevalent multi-layer perceptron (MLP)-based methods struggle with context capturing. To remedy this issue, recent advances innovatively stack convolutional neural network (CNN)-based Resblocks sequentially, showing an inherent proficiency in local context extraction.… read more here.

Keywords: view correspondence; correspondence learning; level; two view ... See more keywords

Spatial Clustering Guided Two-View Multi-Structural Deterministic Geometric Model Fitting

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recommendations! Published in 2025 at "IEEE Transactions on Image Processing"

DOI: 10.1109/tip.2025.3610248

Abstract: This paper addresses the two-view geometric model fitting problem on the multi-structural data with severe outliers for providing reliable and consistent fitting results. The key idea is to adopt spatial clustering to guide deterministically sample… read more here.

Keywords: geometric model; multi structural; model fitting; spatial clustering ... See more keywords

Two‐View Image Semantic Cooperative Nonorthogonal Transmission in Distributed Edge Networks

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recommendations! Published in 2024 at "International Journal of Intelligent Systems"

DOI: 10.1155/int/5081017

Abstract: With the wide application of deep learning (DL) across various fields, deep joint source–channel coding (DeepJSCC) schemes have emerged as a new coding approach for image transmission. Compared with traditional separated source and CC (SSCC)… read more here.

Keywords: view; image; recovery; two view ... See more keywords