Shanmuganathan Raman

About Shanmuganathan Raman

Shanmuganathan Raman, With an exceptional h-index of 20 and a recent h-index of 19 (since 2020), a distinguished researcher at Indian Institute of Technology Gandhinagar, specializes in the field of Computer Vision, Deep Learning, Computational Photography, Computer Graphics.

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

Learning Robust Deep Visual Representations from EEG Brain Recordings

GraphFill: Deep Image Inpainting Using Graphs

Single image ldr to hdr conversion using conditional diffusion

TreeGCN-ED: A Tree-Structured Graph-Based Autoencoder Framework For Point Cloud Processing

Search Me Knot, Render Me Knot: Embedding Search and Differentiable Rendering of Knots in 3D

Hand Shadow Art: A Differentiable Rendering Perspective

A Graph Neural Network Approach for Temporal Mesh Blending and Correspondence

EEG2IMAGE: image reconstruction from EEG brain signals

Shanmuganathan Raman Information

University

Position

Associate Professor and Jibaben Patel Chair in AI

Citations(all)

1563

Citations(since 2020)

1231

Cited By

756

hIndex(all)

20

hIndex(since 2020)

19

i10Index(all)

36

i10Index(since 2020)

30

Email

University Profile Page

Indian Institute of Technology Gandhinagar

Google Scholar

View Google Scholar Profile

Shanmuganathan Raman Skills & Research Interests

Computer Vision

Deep Learning

Computational Photography

Computer Graphics

Top articles of Shanmuganathan Raman

Title

Journal

Author(s)

Publication Date

Learning Robust Deep Visual Representations from EEG Brain Recordings

Prajwal Singh

Dwip Dalal

Gautam Vashishtha

Krishna Miyapuram

Shanmuganathan Raman

2024

GraphFill: Deep Image Inpainting Using Graphs

Shashikant Verma

Aman Sharma

Roopa Sheshadri

Shanmuganathan Raman

2024

Single image ldr to hdr conversion using conditional diffusion

Dwip Dalal

Gautam Vashishtha

Prajwal Singh

Shanmuganathan Raman

2023/10/8

TreeGCN-ED: A Tree-Structured Graph-Based Autoencoder Framework For Point Cloud Processing

Prajwal Singh

Ashish Tiwari

Kaustubh Sadekar

Shanmuganathan Raman

2023

Search Me Knot, Render Me Knot: Embedding Search and Differentiable Rendering of Knots in 3D

arXiv preprint arXiv:2307.08652

Aalok Gangopadhyay

Paras Gupta

Tarun Sharma

Prajwal Singh

Shanmuganathan Raman

2023/7/17

Hand Shadow Art: A Differentiable Rendering Perspective

Pacific Graphics

Aalok Gangopadhyay

Prajwal Singh

Ashish Tiwari

Shanmuganathan Raman

2023

A Graph Neural Network Approach for Temporal Mesh Blending and Correspondence

arXiv preprint arXiv:2306.13452

Aalok Gangopadhyay

Abhinav Narayan Harish

Prajwal Singh

Shanmuganathan Raman

2023/6/23

EEG2IMAGE: image reconstruction from EEG brain signals

Prajwal Singh

Pankaj Pandey

Krishna Miyapuram

Shanmuganathan Raman

2023/6/4

Flow Symmetrization for Parameterized Constrained Diffeomorphisms

arXiv preprint arXiv:2312.06317

Aalok Gangopadhyay

Dwip Dalal

Progyan Das

Shanmuganathan Raman

2023/12/11

SS-SfP: Neural Inverse Rendering for Self Supervised Shape from (Mixed) Polarization

Ashish Tiwari

Shanmuganathan Raman

2023

Depthwise spatio-temporal STFT convolutional neural networks for human action recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence

Sudhakar Kumawat

Manisha Verma

Yuta Nakashima

Shanmuganathan Raman

2021/4/29

APEX-net: automatic plot extraction network

Aalok Gangopadhyay

Prajwal Singh

Shanmuganathan Raman

2022/5/24

DILIE: Deep Internal Learning for Image Enhancement

Indra Deep Mastan

Shanmuganathan Raman

Prajwal Singh

2022

LS-HDIB: a large scale handwritten document image binarization dataset

Kaustubh Sadekar

Ashish Tiwari

Prajwal Singh

Shanmuganathan Raman

2022/8/21

Exploring deeper graph convolutions for semi-supervised node classification

Ashish Tiwari

Richeek Das

Shanmuganathan Raman

2022/5/23

DeepHS-HDRVideo: deep high speed high dynamic range video reconstruction

Zeeshan Khan

Parth Shettiwar

Mukul Khanna

Shanmuganathan Raman

2022/8/21

PointResNet: residual network for 3D point cloud segmentation and classification

arXiv preprint arXiv:2211.11040

Aadesh Desai

Saagar Parikh

Seema Kumari

Shanmuganathan Raman

2022/11/20

LERPS: lighting estimation and relighting for photometric stereo

Ashish Tiwari

Shanmuganathan Raman

2022/5/23

Deep appearance consistent human pose transfer

Ashish Tiwari

Zeeshan Khan

Aditya Vora

Manjuprakash Rama Rao

Shanmuganathan Raman

2022/8/21

Revisiting heterophily in graph convolution networks by learning representations across topological and feature spaces

arXiv preprint arXiv:2211.00565

Ashish Tiwari

Sresth Tosniwal

Shanmuganathan Raman

2022/11/1

See List of Professors in Shanmuganathan Raman University(Indian Institute of Technology Gandhinagar)

Co-Authors

H-index: 50
Subhasis Chaudhuri

Subhasis Chaudhuri

Indian Institute of Technology Bombay

H-index: 24
Yuta Nakashima

Yuta Nakashima

Osaka University

H-index: 21
Sumohana S. Channappayya

Sumohana S. Channappayya

Indian Institute of Technology Hyderabad

H-index: 13
Manisha Verma

Manisha Verma

Osaka University

H-index: 8
Sudhakar Kumawat

Sudhakar Kumawat

Osaka University

H-index: 7
Rajendra Nagar

Rajendra Nagar

Indian Institute of Technology Jodhpur

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