Ramanathan Muthuganapathy

About Ramanathan Muthuganapathy

Ramanathan Muthuganapathy, With an exceptional h-index of 19 and a recent h-index of 15 (since 2020), a distinguished researcher at Indian Institute of Technology Madras, specializes in the field of computer-aided design, computational geometry, geometric computing, AI/Machine/ Deep Learning, VR and AR.

His recent articles reflect a diverse array of research interests and contributions to the field:

SketchCADGAN: A generative approach for completing partially drawn query sketches of engineering shapes to enhance retrieval system performance

Hierarchical-based semantic segmentation of 3D point cloud using deep learning

SketchCleanNet—A deep learning approach to the enhancement and correction of query sketches for a 3D CAD model retrieval system

A parallel algorithm for computing Voronoi diagram of a set of spheres using restricted lower envelope approach and topology matching

A dynamic sampling approach towards computing Voronoi diagram of a set of circles

A convolutional neural network approach to the classification of engineering models

‘CADSketchNet’-An annotated sketch dataset for 3D CAD model retrieval with deep neural networks

Exploring Attention-based Deep Learning methods for Classification, Retrieval and Shape Completion of ALS Roof Point Clouds

Ramanathan Muthuganapathy Information

University

Position

Professor

Citations(all)

1348

Citations(since 2020)

904

Cited By

788

hIndex(all)

19

hIndex(since 2020)

15

i10Index(all)

34

i10Index(since 2020)

24

Email

University Profile Page

Indian Institute of Technology Madras

Google Scholar

View Google Scholar Profile

Ramanathan Muthuganapathy Skills & Research Interests

computer-aided design

computational geometry

geometric computing

AI/Machine/ Deep Learning

VR and AR

Top articles of Ramanathan Muthuganapathy

Title

Journal

Author(s)

Publication Date

SketchCADGAN: A generative approach for completing partially drawn query sketches of engineering shapes to enhance retrieval system performance

Computers & Graphics

Prasad Pralhad Kendre

Kamalesh Kumar Kosalaraman

Sanjay Santhosh Kumar Jayasree

Sreehari Rajan

Akash Jayan

...

2023/10/1

Hierarchical-based semantic segmentation of 3D point cloud using deep learning

J Narasimhamurthy

Karthikeyan Vaiapury

Ramanathan Muthuganapathy

Balamuralidhar Purushothaman

2023/2/28

SketchCleanNet—A deep learning approach to the enhancement and correction of query sketches for a 3D CAD model retrieval system

Computers & Graphics

Bharadwaj Manda

Prasad Pralhad Kendre

Subhrajit Dey

Ramanathan Muthuganapathy

2022/10/1

A parallel algorithm for computing Voronoi diagram of a set of spheres using restricted lower envelope approach and topology matching

Computers & Graphics

Manoj Kumar Mukundan

Safeer Babu Thayyil

Ramanathan Muthuganapathy

2022/8/1

A dynamic sampling approach towards computing Voronoi diagram of a set of circles

Computer Aided Geometric Design

Manoj Kumar Mukundan

Ramanathan Muthuganapathy

2021/10/1

A convolutional neural network approach to the classification of engineering models

IEEE Access

Bharadwaj Manda

Pranjal Bhaskare

Ramanathan Muthuganapathy

2021/2/1

‘CADSketchNet’-An annotated sketch dataset for 3D CAD model retrieval with deep neural networks

Computers & Graphics

Bharadwaj Manda

Shubham Dhayarkar

Sai Mitheran

VK Viekash

Ramanathan Muthuganapathy

2021/10/1

Exploring Attention-based Deep Learning methods for Classification, Retrieval and Shape Completion of ALS Roof Point Clouds

Dimple A Shajahan

Mukund Varma

Ramanathan Muthuganapathy

2021

2d points curve reconstruction survey and benchmark

Computer Graphics Forum

Stefan Ohrhallinger

Jiju Peethambaran

Amal Dev Parakkat

Tamal K Dey

Ramanathan Muthuganapathy

2021/5

A sampling type discernment approach towards reconstruction of a point set in r2

Computer Aided Geometric Design

Safeer Babu Thayyil

Jiju Peethambaran

Ramanathan Muthuganapathy

2021/1/1

Point transformer for shape classification and retrieval of urban roof point clouds

IEEE Geoscience and Remote Sensing Letters

Dimple A Shajahan

Mukund Varma

Ramanathan Muthuganapathy

2021/3/11

Maintaining the Spatial Proximities of Objects under Motion

Computer Aided Design and Applications

Zesheng Jia

Anjali Jose

Subhasree Methirumangalath

Jiju Peethambaran

Ramanathan Muthuganapathy

2021

A learning-based approach to feature recognition of Engineering shapes

arXiv preprint arXiv:2112.07962

Lakshmi Priya Muraleedharan

Ramanathan Muthuganapathy

2021/12/15

Local Delaunay-based high fidelity surface reconstruction from 3D point sets

Computer Aided Geometric Design

Safeer Babu Thayyil

Sunil Kumar Yadav

Konrad Polthier

Ramanathan Muthuganapathy

2021/3/1

A unified approach towards computing Voronoi diagram, medial axis, Delaunay graph and α-hull of planar closed curves using touching discs

Computers & Graphics

Bharath Ram Sundar

Manoj Kumar Mukundan

Ramanathan Muthuganapathy

2020/6/1

An input-independent single pass algorithm for reconstruction from dot patterns and boundary samples

Computer Aided Geometric Design

Safeer Babu Thayyil

Amal Dev Parakkat

Ramanathan Muthuganapathy

2020/6/1

Accelerated foveated rendering based on adaptive tessellation

Ankur Tiwary

Muthuganapathy Ramanathan

Jiri Kosinka

2020

A digital assistant for shading paper sketches

Visual Computing for Industry, Biomedicine, and Art

Amal Dev Parakkat

Hari Hara Gowtham

Sarang Joshi

Ramanathan Muthuganapathy

2020/12

See List of Professors in Ramanathan Muthuganapathy University(Indian Institute of Technology Madras)

Co-Authors

H-index: 96
Terence J. O'Brien

Terence J. O'Brien

Monash University

H-index: 48
Gershon Elber

Gershon Elber

Technion - Israel Institute of Technology

H-index: 37
Myung-Soo Kim

Myung-Soo Kim

Seoul National University

H-index: 30
Ganapathy Krishnamurthi

Ganapathy Krishnamurthi

Indian Institute of Technology Madras

H-index: 18
Sandipan Bandyopadhyay

Sandipan Bandyopadhyay

Indian Institute of Technology Madras

H-index: 17
Palaniappan Ramu

Palaniappan Ramu

Indian Institute of Technology Madras

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