Dr. Jayashree Bagade

Member since: Tuesday, 19 June 2018
Last Visit: Monday, 20 June 2022
Personal Profile
First Name
Dr. Jayashree
Last name
Email Address
This email address is being protected from spambots. You need JavaScript enabled to view it.
Information Technology
Date of Joining
16 July 2004
Associate Professor
Academic Qualifications
Ph. D. (Computer Science & Engineering) - Thapar Institute of Engineering & Technology, Patiala, Punjab.
Professional Membership
Life member CSI, Life member ISTE
No Information Entered
Mobile Number
No Information Entered
No Information Entered
Date of Birth
Professional Profile/ Research Profile
No Information Entered
Professional Experience
  • 22 year Teaching
  •  2 years Industry
  • 4 years Research
Area of Interest

Information Retirival, Software Engineering, Operating System

Research Interest

Image Processing, Information Retrival, Machine Learning

Technical Skills

C/C++, MatLab with DIP








Under Graduate Project Guided : 30+

Professional Contribution
No Information Entered
PhD Work

Problem Title : "Generalised Framework for No Refrence Image Quality Assessment based on Statistical Modelling".



  1. Baby Monitoring Smart Cradle using Respberry PI and IoT sensors, 2021102964, Australian Patent, 20 October 2021.
  2. Machine language and natural language processing system for conducting a conversation via textual methods, 2021106667, Australian Patent, 17 November 2021.


  1. System and Method for No Reference Image Quality Assessment Using Machine Learning Techniques, 202121006402, Indian Patent, 22 November 2021.
1. Chat-bot for providing information about academic institute, 3051/2021-CO/L, 17 May 2021. 2. Attorney Assistant, 3053/2021-CO/L, 22 April 2021. 3. Augmented Reality Application for Interior Design, 3655/2022-CO/L, 25 April 2022.
Reviewer Assignments

Inter Journal of Computing and Digital Systems (IJCDS) (Scopus indexed)

IET Image Proecssing (SCI indexed)

IEEE International Conference ICCUBEAU 2018, 2019



Funded Research Projects

Research project titled  "Image Quality Assessment", funded by Board of College and University Development (BCUD) of University of Pune. Amount-  Rs. 1,50,000/-, Year 2011-2013 (Co-Invistigator).

Research project titled "Virtual Book review system" ,funded by Board of College and University Development (BCUD) of University of Pune. Amount-  Rs. 90000, Year 2014-2016 (Principal Invistigator).

Consultancy Projects
No Information Entered
Books Published
No Information Entered
Country Visited
No Information Entered
Invited Talks
No Information Entered

Short Term Training Programms for Faculty Development : 4

Session Chair: International Confernece: 1


Papers published in Journals

No reference image quality assessment with shape adaptive discrete wavelet features using neuro-wavelet model, Multimedia Tools and Applications, 2022, DOI:10.1007/s11042-022-12983-0

Feature selection and classification of Indian musical string instrument using SVM, Indian Journal of Computer Science and Engineering, Vol. 2, Issue 4, pp. 859-867.

J. V. Bagade, K Singh, Y. H. Dandawate, "No-reference image quality assessment using fusion metric", Multimedia Tools and Applications, vol. 79, pp. 2109-2125, January 2020.

J. V. Bagade, K Singh, Y. H. Dandawate, "No Reference image quality assessment based on distortion specific and natural scene statistics based parametrs: A Hybrid Approach", Malaysian Journal of Computer Science, vol. 32, pp. 31-46, January 2019.

Jayashri Bagade, Kulbir Singh, Yogesh Dandawate, "Generalized referenceless image quality assessment framework using texture energy measures and pattern strength features", Turkish Journal of Electrical Engineering & Computer Sciences, vol. 25, pp.3947-3959, June 2017.

Jayashri V Bagade, Kulbir Singh, Yogesh H Dandawate, "No reference image quality assessment using blocked-based and frequency domain statistical features: a machine learning approach", International Journal of Communication Networks and Distributed Systems, vol. 12, pp. 95-112, January 2014.

J. V. Bagade, Nilesh Khare, Nikhil Patil , Abhijeet Kumar, "A Watermarking Scheme with Scrambled Watermark for Authentication Video”, International Journal of Computer Science and Network, June 2014, Volume 3, Issue 3.

J. V. Bagade, Sukyana Kamble, Kushal Pardeshi, Bhushan Panjabi, Rajpratap Singh, “Automatic Number Plate Recognition System: Machine learning approach”, IOSR Journal of Computer Engineering (ISOR-JCE).

Papers presented/published in International Conferences (abroad)



Papers presented/published in International Conferences (India)

J V Bagade, Y H Dandawate, Kulbir Singh, "No Reference Image Quality Assessment for JPEG Images using Machine Learning Approach", IEEE 6th International Conference for Convergence in Technology (I2CT), Pune, 2021.

Susmitha Chatakondu, Harshal Chaudhari, Prem Singh Chauhan, Jayashree V Bagade, HB Dhonde, "Quality Analysis of Concrete", 2018 Fourth International Conference on Computing Communication Control and Automation (ICCUBEA), pp. 1-7, August 2018.

Rashi Singh, Pankti Shah, Jayashree Bagade, "Skin texture analysis using machine learning", 2016 Conference on Advances in Signal Processing (CASP), pp. 494-497, June 2016.

J V Bagade, Y H Dandawate, Kulbir Singh, "No reference image quality assessment using block based features and artificial neural network", pp. 128-138, December 2011.

Content based image retrieval from image Databases: Types of features: A Review Paper, ITECH’09, Amrutvahini College of Engg., Sangamner, 4th – 5th March ’09.

Improving Image Quality in Medical Imaging based on Volume Visualization: A Review Paper, at ICAC’08 , COE, Chikhli, 21st-22nd Feb’08

Supervised Image Classifier, at ICEVD’08, PDVVPCOE, Ahemednagar, India,20th -21st March’08

Papers presented/published in National Conferences/ seminars / symposia

Backpropagation Algorithm for Classification of Satellite Image,at TSyGECA-06, Govt. College of Engineering, Aurangabad, 23rd-24th January ’06.

Fractal Image Compression Using Quadtree Partition, at NCBC'05, Thapar Institute of Engineering & Technology, Patiala,  18th-19th March ’05.

Data Mining Techniques: Classification By Decision Tree, at NCBC'05, Thapar Institute of Engineering & Technology, Patiala, 18th-19th March ’05.

Fractal Image Compression, atNACAETE05, College of Engineering, Osmanabad, 25-26 Feb ’05.

Applying GABOR filter for analysis of Texture, NCIP-05, Thadomal Sahani Engg. College, Mumbai, 07th Feb’05.