Browsing by Subject "3D Reconstruction"

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3D Image Reconstruction from 2D Images

Bodhinayake, Uditha (2025)

3D object reconstruction from 2D images is a long-standing challenge in computer vision due to the loss of depth information, occlusions, and the geometric ambiguity present in single-view inputs. Traditional reconstruction ...
IMAGES Novel gans architecture improving the quality for 3D model generation using 2D

Mihirangi, P. B. T. M (2021)

" In the domain of the generative modelling since the first introduction of Generative Adversarial Networks (GANs) in 2014, GANs and its variations are identified as the finest image generative models in the state-of-art ...
SwinVox: A Hybrid CNN-SwinT Cross-View Attention Architecture for VoxelBased 3D Reconstruction from Single and Multi-View Images

Samaranayake, Sandeepa (2025)

The magnified demand for precise 3D reconstruction in computer vision and augmented reality fields has persuaded significant advances in model architectures that are capable of recovering voxel 3D representations from ...

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