KLE Technological University

most citedPIG-Net: Inception based Deep Learning Architecture for 3D Point Cloud Segmentation

33 citations

researchers with a paper here

S. Kubakaddi2 · h 15
Akshaykumar Gunari1
C. Ford1 · h 27
K. Bhargavi1 · h 8
R. Tabib1
Shankar Gangisetty1 · h 8
Siddharth Katageri1 · h 3
Sindhu B. Hegde1
S. V. Kudari1
Uma Mudenagudi1 · h 21

collaborating institutions

Indian Institute of Technology HyderabadIN1 paper
Siddaganga Institute of TechnologyIN1 paper
Sri Siddhartha Medical CollegeIN1 paper
University of CambridgeGB1 paper

Showing cs.CVShow all

2 papers · 1 filter

cs.CV2021

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

Siddharth Katageri, Shashidhar V Kudari, Akshaykumar Gunari +2

In this paper, we propose Attention Based Decomposition Network (ABD-Net), for point cloud decomposition into basic geometric shapes namely, plane, sphere, cone and cylinder. We sh…

cs.CV2021★ 33 cited

PIG-Net: Inception based Deep Learning Architecture for 3D Point Cloud Segmentation

Sindhu Hegde, Shankar Gangisetty

Point clouds, being the simple and compact representation of surface geometry of 3D objects, have gained increasing popularity with the evolution of deep learning networks for clas…