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   Articles with "view reconstruction" as a keyword



Robust Attentional Aggregation of Deep Feature Sets for Multi-view 3D Reconstruction

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

DOI: 10.1007/s11263-019-01217-w

Abstract: We study the problem of recovering an underlying 3D shape from a set of images. Existing learning based approaches usually resort to recurrent neural nets, e.g., GRU, or intuitive pooling operations, e.g., max/mean poolings, to… read more here.

Keywords: multi view; aggregation; view reconstruction; deep feature ... See more keywords

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

Tiny Defect-Oriented Single-View CT Reconstruction Based on a Hybrid Framework

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recommendations! Published in 2024 at "IEEE Transactions on Instrumentation and Measurement"

DOI: 10.1109/tim.2024.3353877

Abstract: Defect detection plays an important role in industry quality control and process evaluation. Learning-based computed tomography (CT) detection with 3-D volume restoration from a single X-ray image is a promising method faster than conventional CT… read more here.

Keywords: detection; view reconstruction; hybrid framework; image ... See more keywords

Multi-Channel Optimization Generative Model for Stable Ultra-Sparse-View CT Reconstruction

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recommendations! Published in 2024 at "IEEE Transactions on Medical Imaging"

DOI: 10.1109/tmi.2024.3376414

Abstract: Score-based generative model (SGM) has risen to prominence in sparse-view CT reconstruction due to its impressive generation capability. The consistency of data is crucial in guiding the reconstruction process in SGM-based reconstruction methods. However, the… read more here.

Keywords: view reconstruction; reconstruction; sparse view; model ... See more keywords

Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstruction

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recommendations! Published in 2024 at "IEEE transactions on pattern analysis and machine intelligence"

DOI: 10.48550/arxiv.2403.18795

Abstract: We tackle the challenge of efficiently reconstructing a 3D asset from a single image at millisecond speed. In this work, we introduce Gamba, an end-to-end 3D reconstruction model from a single-view image, emphasizing two main… read more here.

Keywords: view; view reconstruction; gaussian splatting; reconstruction ... See more keywords