Deepika Koundal

About Deepika Koundal

Deepika Koundal, With an exceptional h-index of 30 and a recent h-index of 29 (since 2020), a distinguished researcher at University of Petroleum and Energy Studies, specializes in the field of Machine vision| AI/ML/DL | Data Analytics| CPS| Pattern recognition| Image & signal processing.

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

Modeling and diagnosis Parkinson disease by using hand drawing: deep learning model

Deep learning-based image annotation for leukocyte segmentation and classification of blood cell morphology

A Temporal Convolutional Network for modeling raw 3D sequences and air-writing recognition

Developing System-based Voice Features for Detecting Parkinson’s Disease Using Machine Learning Algorithms

Smart Grading of Diabetic Retinopathy: An Intelligent Recommendation based Fine-tuned EfficientNetB0 Framework

Emerging Sensor Communication Network-Based AI/ML Driven Intelligent IoT

U-Net model with transfer learning model as a backbone for segmentation of gastrointestinal tract

Potato blight detection using fine-tuned CNN architecture

Deepika Koundal Information

University

Position

INDIA

Citations(all)

2870

Citations(since 2020)

2766

Cited By

283

hIndex(all)

30

hIndex(since 2020)

29

i10Index(all)

65

i10Index(since 2020)

65

Email

University Profile Page

University of Petroleum and Energy Studies

Google Scholar

View Google Scholar Profile

Deepika Koundal Skills & Research Interests

Machine vision| AI/ML/DL | Data Analytics| CPS| Pattern recognition| Image & signal processing

Top articles of Deepika Koundal

Title

Journal

Author(s)

Publication Date

Modeling and diagnosis Parkinson disease by using hand drawing: deep learning model

AIMS Mathematics

Theyazn HH Aldhyani

Abdullah H Al-Nefaie

Deepika Koundal

2024

Deep learning-based image annotation for leukocyte segmentation and classification of blood cell morphology

BMC Medical Imaging

Vatsala Anand

Sheifali Gupta

Deepika Koundal

Wael Y Alghamdi

Bayan M Alsharbi

2024/4/8

A Temporal Convolutional Network for modeling raw 3D sequences and air-writing recognition

Decision Analytics Journal

Aradhana Kumari Singh

Deepika Koundal

2024/3/1

Developing System-based Voice Features for Detecting Parkinson’s Disease Using Machine Learning Algorithms

Journal of Disability Research

Abdullah H Al‐nefaie

Theyazn HH Aldhyani

Deepika Koundal

2024/1/20

Smart Grading of Diabetic Retinopathy: An Intelligent Recommendation based Fine-tuned EfficientNetB0 Framework

Frontiers in Artificial Intelligence

BM Alsharbi V Anand

D Koundal

WY Alghamdi

2024

Emerging Sensor Communication Network-Based AI/ML Driven Intelligent IoT

Bhisham Sharma

Deepika Koundal

Rabie A Ramadan

Juan M Corchado

2023/9/12

U-Net model with transfer learning model as a backbone for segmentation of gastrointestinal tract

Bioengineering

Neha Sharma

Sheifali Gupta

Deepika Koundal

Sultan Alyami

Hani Alshahrani

...

2023/1/14

Potato blight detection using fine-tuned CNN architecture

Mathematics

Mosleh Hmoud Al-Adhaileh

Amit Verma

Theyazn HH Aldhyani

Deepika Koundal

2023/3/21

Data analysis for neurodegenerative disorders

Deepika Koundal

Deepak Kumar Jain

Yanhui Guo

Amira S Ashour

Atef Zaguia

2023/5/31

Emotional AI and Human-AI Interactions in Social Networking

Muskan Garg

Deepika Koundal

2023/8/20

Deep learning model for defect analysis in industry using casting images

Expert Systems with Applications

Rupesh Gupta

Vatsala Anand

Sheifali Gupta

Deepika Koundal

2023/12/1

Anomaly detection using ensemble techniques for boosting the security of intrusion detection system

Procedia Computer Science

S. Bukhari

O.

Agarwal

P.

Koundal

...

2023

Explainable methods for image-based deep learning: a review

Lav Kumar Gupta

Deepika Koundal

Shweta Mongia

2023/5

Early Skin Disease Identification Using eep Neural Network.

Computer System Science and Computations

Deepika Koundal and Sachin Jain Vinay Gautam

Naresh Kumar Trivedi

Abhineet Anand

Rajeev Tiwari

Atef Zaguia

2022/8/1

Lightweight encryption for privacy protection of data transmission in cyber physical systems

Cluster Computing

Devisha Tiwari

Bhaskar Mondal

Sunil Kumar Singh

Deepika Koundal

2023/8

Deep Learning in Big Data, Image, and Signal Processing in the Modern Digital Age

Yanhui Guo

Deepika Koundal

Rashid Amin

2023/10/18

Enhancement of retinal fundus image using multi-scale tophat transformation

International Journal of Biometrics

Meenu Garg

Sheifali Gupta

Gurjinder Kaur

Deepika Koundal

2023

Edge-based segmentation for accurate detection of malaria parasites in microscopic blood smear images: A novel approach using FCM and MPP algorithms

Shankar Shambhu

Deepika Koundal

Prasenjit Das

2023/4/21

Fusion of U-Net and CNN model for segmentation and classification of skin lesion from dermoscopy images

Expert Systems with Applications

Vatsala Anand

Sheifali Gupta

Deepika Koundal

Karamjeet Singh

2023/3/1

Deep learning-based computer assisted detection techniques for malaria parasite using blood smear images

International Journal of Advanced Technology and Engineering Exploration

Shankar Shambhu

Deepika Koundal

Prasenjit Das

2023/8/1

See List of Professors in Deepika Koundal University(University of Petroleum and Energy Studies)