Sumohana S. Channappayya

About Sumohana S. Channappayya

Sumohana S. Channappayya, With an exceptional h-index of 21 and a recent h-index of 19 (since 2020), a distinguished researcher at Indian Institute of Technology Hyderabad, specializes in the field of Image and Video Quality Assessment, Medical Imaging, Machine Learning.

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

Augmented Memory Replay-based Continual Learning Approaches for Network Intrusion Detection

SqueezeNetVLAD: High-speed power and memory efficient GPS less accurate network model for visual place recognition on the edge

An Automotive Radar Dataset For Object Classification

Selective Binarization based Architecture Design Methodology for Resource-constrained Computation of Deep Neural Networks

Priority Scheduling Using Recurrent Quadrant Search for Handling Priority and ‘Pop-Up’Targets in Aerial Videos

A fast and efficient no-reference video quality assessment algorithm using video action recognition features

Cosmic Ray Detection in Astronomical Images via Dictionary Learning and Sparse Representation

UAV-based autonomous detection and tracking of beyond visual range (BVR) non-stationary targets using deep learning

Sumohana S. Channappayya Information

University

Position

___

Citations(all)

2218

Citations(since 2020)

1678

Cited By

1032

hIndex(all)

21

hIndex(since 2020)

19

i10Index(all)

42

i10Index(since 2020)

33

Email

University Profile Page

Indian Institute of Technology Hyderabad

Google Scholar

View Google Scholar Profile

Sumohana S. Channappayya Skills & Research Interests

Image and Video Quality Assessment

Medical Imaging

Machine Learning

Top articles of Sumohana S. Channappayya

Title

Journal

Author(s)

Publication Date

Augmented Memory Replay-based Continual Learning Approaches for Network Intrusion Detection

Advances in Neural Information Processing Systems

Sumohana Channappayya

Bheemarjuna Reddy Tamma

2024/2/13

SqueezeNetVLAD: High-speed power and memory efficient GPS less accurate network model for visual place recognition on the edge

Chandrajit Pal

Pratibha Verma

Himanshu Rohit

Dubacharla Gyaneshwar

Sumohana S Channappayya

...

2023/6/26

An Automotive Radar Dataset For Object Classification

Akshad Shyam

Kusum Komalavally

Monika Gautam

Vamshikrishna Kancharla

Vennela Gudisa

...

2023/6/4

Selective Binarization based Architecture Design Methodology for Resource-constrained Computation of Deep Neural Networks

Ramesh Reddy Chandrapu

Dubacharla Gyaneshwar

Sumohana Channappayya

Amit Acharyya

2023/5/21

Priority Scheduling Using Recurrent Quadrant Search for Handling Priority and ‘Pop-Up’Targets in Aerial Videos

Shivpal Singh

Sumohana S Channappayya

K Palaniappan

2023/9/27

A fast and efficient no-reference video quality assessment algorithm using video action recognition features

N Suresh

Pavan Manesh Mylavarapu

Naga Sailaja Mahankali

Sumohana S Channappayya

2022/5/24

Cosmic Ray Detection in Astronomical Images via Dictionary Learning and Sparse Representation

Srinadh Reddy Bhavanam

Sumohana S Channappayya

PK Srijith

Shantanu Desai

2022/8/29

UAV-based autonomous detection and tracking of beyond visual range (BVR) non-stationary targets using deep learning

Journal of Real-Time Image Processing

V Chandrakanth

VSN Murthy

Sumohana S Channappayya

2022/4

Cosmic Ray rejection with attention augmented deep learning

Astronomy and Computing

Srinadh Reddy Bhavanam

Sumohana S Channappayya

PK Srijith

Shantanu Desai

2022/7/1

Siamese cross-domain tracker design for seamless tracking of targets in RGB and thermal videos

IEEE Transactions on Artificial Intelligence

V Chandrakanth

VSN Murthy

Sumohana S Channappayya

2022/2/14

Discrete Control in Real-World Driving Environments using Deep Reinforcement Learning

arXiv preprint arXiv:2211.15920

Avinash Amballa

Pradip Sasmal

Sumohana Channappayya

2022/11/29

Continual learning for anomaly based network intrusion detection

Suresh Kumar Amalapuram

Akash Tadwai

Reethu Vinta

Sumohana S Channappayya

Bheemarjuna Reddy Tamma

2022/1/4

A cross-platform hd dataset and a two-step framework for robust aerial image matching

IEEE Access

Md Shahid

B Abhishek

Sumohana S Channappayya

2022/6/20

Light weight rl based run time power management methodology for edge devices

Ratnala Vinay

Pradip Sasmal

Chandrajit Pal

Toshihisa Haraki

Kazuhiro Tamura

...

2022/10/24

Clustered Network Adaptation Methodology for the Resource Constrained Platform

Pratibha Verma

Pradip Sasmal

Chandrajit Pal

Sumohana Channappayya

Amit Acharyya

2022/6/19

Lung-Originated Tumor Segmentation from Computed Tomography Scan (LOTUS) Benchmark

arXiv preprint arXiv:2201.00458

Parnian Afshar

Arash Mohammadi

Konstantinos N Plataniotis

Keyvan Farahani

Justin Kirby

...

2022/1/3

Multi-Channel Radar Signal Processor Design for Detection of Multiple Manoeuvring Targets

V Chandrakanth

Sumohana S Channappayya

Shivpal Singh

2022/9/12

Video quality prediction using voxel-wise fMRI models of the visual cortex

Naga Sailaja Mahankali

Sumohana S Channappayya

2021/6/6

No-reference video quality assessment using voxel-wise fmri models of the visual cortex

IEEE Signal Processing Letters

Naga Sailaja Mahankali

Mohan Raghavan

Sumohana S Channappayya

2021/12/17

Generative adversarial network-based photoacoustic image reconstruction from bandlimited and limited-view data

Francis Kalloor Joseph

Aayush Arora

Parimala Kancharla

Mithun Kuniyil Ajith Singh

Wiendelt Steenbergen

...

2021/3/5

See List of Professors in Sumohana S. Channappayya University(Indian Institute of Technology Hyderabad)

Co-Authors

H-index: 146
Robert Heath

Robert Heath

North Carolina State University

H-index: 48
Jay Chhablani

Jay Chhablani

University of Pittsburgh

H-index: 26
Kiran Kuchi

Kiran Kuchi

Indian Institute of Technology Hyderabad

H-index: 24
Siva Vanjari

Siva Vanjari

Indian Institute of Technology Hyderabad

H-index: 20
Shanmuganathan Raman

Shanmuganathan Raman

Indian Institute of Technology Gandhinagar

H-index: 20
Soumya Jana

Soumya Jana

Indian Institute of Technology Hyderabad

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