CSE(Data Science) Faculty Profile

Dr. PUSHPALATHA K R
Associate Professor
Name of the faculty: Dr. PUSHPALATHA K R
Designation: Associate Professor
Qualifications: M.C.A,M.Tech,M.Phil, Ph.D
Area of specialization: Digital Image processing, computer vision, Soft computing,Machine Learning
Email id: pushpasumukha@gmail.com
Contact no.: 9844684301
Experience in years: 18
Membership in professional bodies: MISTE
Details of Ph.D students guiding
Name | RESEARCH AREA | UNIVERSITY | STATUS |
---|---|---|---|
CHAITHRA S | IMAGE PROCESSING | SSAHE TUMAKURU | PURSING COURSE WORK |
LAVANYA M U | DATA MINING AND IMAGE PROCESSING | SSAHE TUMAKURU | PURSING COURSE WORK |
Citations: 40
H-index: 4
i10-index: 1
Papers published in Journals:
- Pushpalatha.K.R. Asha Gowda Karegowda, ”Automatic Classification of Bulk food Grains using Machine Learning Assisted Computer Vision-A Survey”, International Journal of Data Mining and Emerging Technologies,Vol.8,No.1,PP.36-43,May. 2018.(Non paid journal)
- Pushpalatha.K.R. Asha Gowda Karegowda,” Comparative Study of Classification of Split Bulk Grams using Different Significant, Feature Selection Techniques”, International Journal of Applied Research on Information Technology and Computing,Vol.9,Issue 3 pp.225-237,December 2018(Non paid journal).
- Pushpalatha.K.R. Asha Gowda Karegowda, Ramesh.D, “Identification of Similar Looking Bulk Split Grams using GLCM and CGLCM Texture Features”, International Journal of Computer Application, Vol.167, No.6, pp.30-36,June 2017.
- Pushpalatha..K.R, Chaitra.M, Asha.G.K “Color Histogram Based Image Retrieval”, International Journal of Advanced Research in Computer Science (IJARCS), Vol.4, No.11, Nov.-Dec.2013.
- B.P.Mallikarjunaswamy, Pushpalatha.K.R, Chaitra.M, Supriya.M.C “”Representation of 2D Shape and Vein Extraction of Leaf Images using Fourier Descriptors”. International Journal of Graphics & Image Processing (IJGIP), Vol.1, Issue 1, pp.75-80 2011.
- B.P.Mallikarjunaswamy, Chaitra.M, Supriya.M.C, Pushpalatha.K.R, “Restoring Degraded Images and Edge Detection using Optimal Adaptive Thresholding and Filters “.International Research Journal of Signal Processing, Vol.2, Issue 2, pp.88-93 2011.
- Pushpalatha.K.R,Asha Gowda Karegowda,”Mobile App for Grading of peanut using fuzzy inference system “,International journal of Engineering and Advanced Technology, Vol 9, Issue 1, Oct 2019.
Papers published in International conference:
- Pushpalatha.K.R. Asha Gowda Karegowda,Poornima D,Recognition of Foreign Bodies for Grading of Food Grains using Machine Learning Techniques”, AICTE Sponsored 13th International Conference on Advances in Computing, Control, and Telecommunication Technologies, ACT 2022, Vol 8, Page: 740-748, 2022 (Scopus Indexed).
- Poornima D, Asha Gowda Karegowda,Pushpalatha.K.R.,An Improved Deep Convolutional Neural Network Model for Thyroid Nodule Classification”, AICTE Sponsored 13th International Conference on Advances in Computing, Control, and Telecommunication Technologies, ACT 2022, Vol 8, Page: 591-598, 2022 (Scopus Indexed).
- Pushpalatha.K.R. Asha Gowda Karegowda, ” Enhanced Classification of Bulk Food Grains using Genetic Algorithm assisted Feature Reduction Techniques”, 3rd International Conference on Electrical, Electronics, Communication, Computer technologies and Optimization Techniques(ICEECCOT-2018),GSSSIETW,Mysuru,Karnataka,India,14th &15th December 2018(accepted for IEEE conferences will be published in Scopus indexed ).
- Pushpalatha.K.R. Asha Gowda Karegowda, “CFS Based Feature Subset Selection for Enhancing Classification of Similar Looking Food Grains- A Filter Approach”, Second IEEE International Conference on Emerging Computation and Emerging Technologies (ICECIT 2017), Siddaganga Institute of Technology, Tumkur, Karnataka, India, 15th and 16th Dec. 2017.
- Asha Gowda Karegowda, Samreen S, Pushpalatha KR “Automated Detection and Classification of Images using Color and Texture Features-A Survey”, 2nd International conference on Advances in Computer and Communication Engineering (ACCE-2015)”” on 5th & 6th May – 2015, Vemana Institute of Technology, Bangalore.”
- Poornima.D, AshaGowdaKaregowda, Pushpalatha.K.R, “Design of a Fuzzy Inference based Ultrasound Image Analysis System for Differential Diagnosis of Thyroid Nodules”, 3rd International Conference on Integrated Intelligent Computing Communication & Security (ICIIC – 2021) conference organized by Department of Computer Science Engineering and Department of Information Science Engineering SJB Institute of Technology, Bengaluru, in association with Technical Institute for Engineers, Bengaluruon 6-7 August, 2021.
Papers published in National conference:
- Supriya.M.C, B.P.Mallikarjunaswamy, Chaitra.M, Pushpalatha.K.R, “Multicast Routing Algorithm for the community wireless Networks”, National Conference on Advanced Computer Applications NCACA 2009.
- B.P.Mallikarjunaswamy, Pushpalatha.K.R, Chaitra.M, Supriya.M.C, “A study on Clustering”, National Conference on Advanced Computer Applications NCACA 2009.