ABD-Net: Attention Based Decomposition Network for 3D Point Cloud Decomposition

no code implementations • 9 Jul 2021 • Siddharth Katageri, Shashidhar V Kudari, Akshaykumar Gunari, Ramesh Ashok Tabib, Uma Mudenagudi

The encapsulated local features are further passed to proposed Attention Feature Encoder to learn basic shapes in point cloud.

3D Object Classification

Augmented Data as an Auxiliary Plug-in Towards Categorization of Crowdsourced Heritage Data

no code implementations • 8 Jul 2021 • Shashidhar Veerappa Kudari, Akshaykumar Gunari, Adarsh Jamadandi, Ramesh Ashok Tabib, Uma Mudenagudi

In this paper, we propose a strategy to mitigate the problem of inefficient clustering performance by introducing data augmentation as an auxiliary plug-in.

Clustering Data Augmentation +1

Deep Visual Attention-Based Transfer Clustering

no code implementations • 6 Jul 2021 • Akshaykumar Gunari, Shashidhar Veerappa Kudari, Sukanya Nadagadalli, Keerthi Goudnaik, Ramesh Ashok Tabib, Uma Mudenagudi, Adarsh Jamadandi

In this paper, we propose a methodology to improvise the technique of deep transfer clustering (DTC) when applied to the less variant data distribution.

Clustering Image Clustering