Search Results for author: Ramanathan Muthuganapathy

Found 4 papers, 2 papers with code

'CADSketchNet' -- An Annotated Sketch dataset for 3D CAD Model Retrieval with Deep Neural Networks

1 code implementation13 Jul 2021 Bharadwaj Manda, Shubham Dhayarkar, Sai Mitheran, V. K. Viekash, Ramanathan Muthuganapathy

Using the sketch images from this dataset, the paper also aims at evaluating the performance of various retrieval system or a search engine for 3D CAD models that accepts a sketch image as the input query.

Retrieval

Point Transformer for Shape Classification and Retrieval of 3D and ALS Roof PointClouds

no code implementations8 Nov 2020 Dimple A Shajahan, Mukund Varma T, Ramanathan Muthuganapathy

The proposed method outperforms other state-of-the-art models in the RoofN3D dataset, gives competitive results in the ModelNet40 benchmark, and showcases high robustness to various unseen point corruptions.

General Classification Retrieval

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