Dr. Shreelekha Pandey
Assistant Professor

Designation:

Assistant Professor

Specialization:

Image Processing, Image semantics retrieval, Data clustering and indexing

Email:

shreelekha.pandey@thapar.edu

Contact No.

+91-8787087653

Biography

Dr. Shreelekha Pandey is Assistant Professor at Computer Science and Engineering Department, Thapar Institute of Engineering and Technology Patiala. She received BE degree (2007) from GGITS, Jabalpur and ME degree (2010) from SGSITS, Indore in computer science. She has completed PhD degree (2015) in computer science from IIITDM Jabalpur, India. She also worked at Indian Institute of Information Technology, Kota, India.

Publications and other Research Outputs

SCI: 4, Non-SCI: 1

List of research publications in SCI/SSCI/SCIE/SSCIE & equivalent management journals

S. No. Title of the paper Name of the Journal with volume, page nos., year Name of the authors Impact Factor
1 A semantics and image retrieval system for hierarchical image databases Information Processing & Management 52(4), 571-591, 2016 Shreelekha Pandey, Pritee Khanna, Haruo Yokota 2.391
2 Clustering of hierarchical image database to reduce inter-and intra-semantic gaps in visual space for finding specific image semantics Journal of Visual Communication and Image Representation 38, 704-720, 2016 Shreelekha Pandey, Pritee Khanna, Haruo Yokota 2.164
3 An effective use of adaptive combination of visual features to retrieve image semantics from a hierarchical image database Journal of Visual Communication and Image Representation 30, 136-152, 2015 Shreelekha Pandey, Pritee Khanna, Haruo Yokota 2.164
4 Content-based image retrieval embedded with agglomerative clustering built on information loss Computers & Electrical Engineering 54, 506-521, 2016 Shreelekha Pandey, Pritee Khanna 1.570

List of research publications in Non-SCI/Non-Impact journals

S. No. Title of the paper Name of the Journal with volume, page nos., year Name of the authors
1 An Automatic Leaf Disease Detection System for Legume Species Journal of Biology and Today's World 6(6), 115-122, 2017 Sukhvir Kaur, Shreelekha Pandey, Shivani Goel

Publication of papers in conference proceedings and other publications

S. No. Title of the paper Name of the conference with venue, date and year, page nos. Name of the authors
1 Modified Eigen Vectors Arrangement for Better Representation of Images in Low Dimension 11th International Multi Conference on Information Processing (IMCIP), Bangalore, 21 Aug - 23 Aug 2015, 683-689 Shreelekha Pandey, Pritee Khanna
2 A hierarchical clustering approach for image datasets IEEE 9th International Conference on Industrial and Information Systems (ICIIS), Gwalior, 15 Dec - 17 Dec 2014, 1-6 Shreelekha Pandey, Pritee Khanna
3 Finding Image Semantics from a Hierarchical Image Database based 24th International Conference on Database and Expert Systems Applications (DEXA), Prague, Czech Republic, 26 Aug - 29 Aug 2013, 103-117 Shreelekha Pandey, Pritee Khanna, Haruo Yokota

Description of Research Interests

Dr. Shreelekha Pandey’s research interests are in semantics retrieval of images pertaining to any application like a heterogeneous dataset, medical, plants disease, clothing; clustering of images as per their semantics; increasing efficiency in a cross domain scenario; data indexing; developing algorithms for computer vision related applications.