Dr. Poreddy Ajay Kumar Reddy

Dr. Poreddy Ajay Kumar Reddy

Assistant Professor

Department of Computer Science and Engineering

Biography

I am currently an Assistant Professor in the Department of Computer Science and Engineering at Shiv Nadar University Chennai. My research focuses on image and video processing, computer vision, computational photography, and multimedia quality assessment. I am particularly interested in developing perceptually inspired AI models for computer vision and multimedia applications.

Previously, I served as an Assistant Professor in the Department of Computer Science and Engineering at Sri Sivasubramaniya Nadar (SSN) College of Engineering. I received my Ph.D. from IIITDM Kancheepuram .

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Research Interests

  • Image and Video Processing
  • Multimedia Quality Assessment
  • Computer Vision
  • Computational Photography

Education

Ph. D in ECE, 2020–2024
IIITDM Kancheepuram, Chennai
M. Tech in Systems and Signal Processing, 2018–2020
JNTU, Kakinada
B. Tech in ECE, 2014–2018
SASTRA University, Thanjavur

Recent News

Project Alumni

Journal Publications

2026

A No-Reference Framework for Animated Video Quality Prediction in Consumer Multimedia Applications
Ramya Saisree Mogasati, Sunny Ganavdiya, Ajay Kumar Reddy Poreddy, Balasubramanyam Appina, Ram Bilas Pachori
IEEE Transactions on Consumer Electronics Q1 IF:9.9
Blind S-3D VR Picture Quality Prediction Using Trivariate Brightness, Color, and Disparity Statistics
Ajay Kumar Reddy Poreddy, Balasubramanyam Appina, Priyanka Kokil, Alan C. Bovik
Signal Processing: Image Communication Q2 IF: 2.1
A Reference-Free Framework for Stereoscopic Image Quality Evaluation Using Wavelet and Sharpness Features of Scene Components
Pankaj Kumar Raghuwanshi, Sujeeth Kumar Ryakala, Balasubramanyam Appina, Ajay Kumar Reddy Poreddy
IEEE Transactions on Consumer Electronics Q1 IF: 9.9
Attention-based Deep Learning Model for Clinical Assessment of Focal Liver Lesions Using Ultrasound Imaging
Sunkanaboina Chandra Lingamaiah, Thunakala Bala Krishna, Ajay Kumar Reddy Poreddy, Priyanka Kokil
Biomedical Signal Processing and Control Q1 IF: 5.7
Analyzing Analog, Digital, Asymmetric, and Butterfly-Like Hysteresis Characteristics Using a Generalized Memristor Model
Ajay Kumar Reddy Poreddy, Tejendra Dixit, Rushendra B, Priyanka Kokil
Semiconductor Science and Technology Q2 IF: 2.1

2025

An "Opinion-Unaware" 3-D Image Quality Evaluator Using Correlation Features of Scene Components
Pankaj Kumar Raghuwanshi, Ajay Kumar Reddy Poreddy, Balasubramanyam Appina, Priyanka Kokil
IEEE Transactions on Instrumentation and Measurement Q1 IF: 7
Enhancing Surgical Laparoscopic Video Quality Assessment With Integrated Feature Fusion Accounting for Sensor and Transmission Distortions
Ajay Kumar Reddy Poreddy, Priyanka Kokil, Balasubramanyam Appina
IEEE Sensors Letters Q2 IF: 2.4
3D-CLuDe: A 3-D Image Quality Evaluator Using Correlative Dependencies Between Luminance and Depth Attributes
Pankaj Kumar Raghuwanshi, Ajay Kumar Reddy Poreddy, Balasubramanyam Appina, Ram Bilas Pachori
IEEE Sensors Letters Q2 IF: 2.4

2024

FFVRIQE: A Feature-Fused Omnidirectional Virtual Reality Image Quality Estimator
Ajay Kumar Reddy Poreddy, Balasubramanyam Appina, Priyanka Kokil
IEEE Transactions on Instrumentation and Measurement Q1 IF: 7.0
Enhancing Laparoscopic Video Quality Assessment: A Model Addressing Sensor and Channel Distortions
Ajay Kumar Reddy Poreddy, Bhargav Varma Atmakuru, Thunakala Bala Krishna, Priyanka Kokil, Balasubramanyam Appina
IEEE Sensors Letters Q2 IF: 2.4
Focal Liver Lesion Classification Based on Statistical Variations of Discrete Haar Wavelet Transform and Singular Value Decomposition
Ajay Kumar Reddy Poreddy, Sunkanaboina Chandra Lingamaiah, Thunakala Bala Krishna, Priyanka Kokil
IEEE Transactions on Instrumentation and Measurement Q1 IF: 7.0

2023

No-Reference Virtual Reality Image Quality Evaluator Using Global and Local Natural Scene Statistics
Ajay Kumar Reddy Poreddy, Raja Bharath Chandra Ganeswaram, Balasubramanyam Appina, Priyanka Kokil, Ram Bilas Pachori
IEEE Transactions on Instrumentation and Measurement Q1 IF: 7.0
CoDIQE3D: A Completely Blind, No-Reference Stereoscopic Image Quality Estimator Using Joint Color and Depth Statistics
Ajay Kumar Reddy Poreddy, Peter A. Kara, Roopak R. Tamboli, Aniko Simon, Balasubramanyam Appina
The Visual Computer Q2 IF: 3.4

Conference Publications

2024

Automated Maternal Fetal Ultrasound Image Identification Using a Hybrid Vision Transformer Model
Thunakala Bala Krishna, Ajay Kumar Reddy Poreddy, Kolla Gnapika Sindhu, Priyanka Kokil
International Conference on Pattern Recognition (ICPR 2024)
Enhanced Eye Disease Diagnosis Using Integrated ResNet-101 and Vision Transformer
Ajay Kumar Reddy Poreddy, Bachu Ganesh, Thunakala Bala Krishna, Priyanka Kokil
Computer Vision, Image Processing and Graphics (CVIP 2024)

2023

A Comprehensive Study on Pre-trained Models for Skin Lesion Diagnosis in a Federated Setting
C. Siddarth, Ajay Kumar Reddy Poreddy, Priyanka Kokil
Computer Vision, Image Processing and Graphics (CVIP 2023)

2022

BVRIQE: A Completely Blind No-Reference Virtual Reality Image Quality Evaluator
Ajay Kumar Reddy Poreddy, Balasubramanyam Appina
IEEE International Conference on Signal Processing and Communications (SPCOM 2022)

2021

A No-Reference 3D Virtual Reality Image Quality Assessment Algorithm Based on Saliency Statistics
Ajay Kumar Reddy Poreddy, Peter A. Kara, Balasubramanyam Appina, Anikó Simon
SPIE Optics and Photonics for Information Processing XV



Teaching

  • Computer Organization and Architecture (Even 2024–25)
  • Machine Learning Lab (Even 2024–25)
  • Fundamentals and Practice on Software Development (Even 2024–25)
  • Introduction to Machine Learning (odd 2025–26)
  • Machine Learning Lab (odd 2025–26)
  • Image Processing and Analysis (odd 2025–26)
  • Principles of Machine Learning (Even 2025–26)

Get in Touch

Address

Shiv Nadar University,
Academic block 3, First floor (Cabin: 114)
Kalavakkam, OMR, Chennai, India