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Abstract: This paper presents an approach to reconstruct 3D objects using Genetic Algorithm (GA) from a 2D image. In the proposed method GA evolve 3D initial models to a target object by means of ...

This repository contains the code to train ConvNeXt models on 3D NIfTI images or 2D slices ... To train a ConvNeXt2D model on all 2D slices (axial, coronal, and sagittal) with ensemble voting, use the ...

To close this gap, many 2D-to-3D image and video conversion methods have been proposed. Methods involving human operators have been most successful but also time-consuming and costly. Automatic ...

Recent advances in Multimodal Large Language Models (MLLMs) have revolutionized multimodal reasoning, yet scene understanding in complex 3D environments remains a challenge. Existing MLLMs, primarily ...