Aug 15, 2023 · Graph Neural Networks are used to classify three dimension Computer Aided Design 3D CAD models, using a novel, multi-view architecture for the first time.

Dec 1, 2023 · Angrish, A. Bharadwaj, B. Starly, MVCNN++: computer-aided design model shape classification and retrieval using multi-view convolutional neural networks, J.

Mar 19, 2024 · ... learning of diffusion-based shape completion for multiple classes with a single model. ... View-based 3-d cad model retrieval with deep residual networks. IEEE ...

Aug 15, 2023 · The research work presented in this paper aims at developing a dataset suitable for building a retrieval system for 3D CAD models based on deep learning. 3D CAD ...

Sep 22, 2023 · On visual similarity based 3d model retrieval. In Computer graphics ... Disn: Deep implicit surface network for high-quality single-view 3d reconstruction.

Jan 29, 2024 · [36] review urban reconstruction algorithms and evaluate their performance in the context of architectural modeling, focusing on LiDAR capturing technologies.

Aug 29, 2023 · A review on deep learning approaches for 3D data representations in retrieval and classifications. IEEE Access 8, 57566–57593. doi: 10.1109/ACCESS ...

Jan 31, 2024 · The traditional 3D reconstruction technology based on multi-view geometry first collects the target image data through the camera, then uses the image ...

May 9, 2024 · Machining feature recognition based on deep neural networks to support tight integration with 3D CAD systems ... ABC: A big CAD model dataset for geometric deep ...