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Dr. Poornima B V

Assistant Professor, Computer Science & Engineering

Teaching Experience

:

11 Years

Industry Experience

:

0 Year

Research Experience

:

3 Years

QUALIFICATION

COURSESSPECIALIZATIONINSTITUTIONUNIVERSITY
B.E.Computer Science and EngineeringAIT, CHIKKAMAGALURUVTU, Belagavi
M.TechComputer Science and EngineeringSIT, MANGALURUVTU, Belagavi
Ph.D.Machine LearningSJCE, MYSURUJSS Science & Technology University, Mysuru

Professional body Membership

  • Professional body Membership

Professional body Membership

MISTE

RESEARCH

  • Current Research

  • Awards

  • Grants

  • Research Supervision

Current Research

Machine Learning

Publications

  • International Journals

  • Conference Publication

  • Books/Book chapter published

International Journals

[1] Poornima B V and Srinath S, “A Comprehensive Review on Indian Sign Language Recognition System using Vision based Approaches”, January 2023, International Journal of Computer Applications 184(43):52-58. DOI: 10.5120/ijca2023922548.

[2] Poornima B V, Srinath S, Rashmi S, Rakshitha R, “Performance evaluation of feature fusion approaches for ISL recognition system”, November 2023, Indian Journal of Science and Technology, 16(41):3691-3703 DOI: 10.17485/IJST/v16i41.1767, (Web of science Indexed).

[3] Poornima B V and Srinath S, “Frequency and Spatial Domain-Based Approaches for Recognition of Indian Sign Language Gestures”, February 2024, Indian Journal of Science and Technology 17(7):660-669, DOI 10.17485/IJST/v17i7.2836, (Web of science Indexed).

[4] Poornima B V and Srinath S, “Indian Sign Language recognition using CNN with Spatial pyramid and Global average pooling”, January 2024, Indian Journal of Computer Science and Engineering, (Q4).

[5] Poornima B V and Srinath S, “Enhancing Indian Sign Language Recognition in Diverse Backgrounds: An Attention based Approach using Vision Transformers”, (Accepted in Scopus indexed Q3 journal, International journal of robotics and automation, ACTA Press).

[6] Poornima B V, Srinath S, Rakshitha R and Rashmi S, “Addressing Emergency Communication Challenges: Deep Learning Solutions for the Speech and Hearing-Impaired using 3DCNN, LSTM and TimeSformer”, (Accepted in Scopus indexed Q3 journal, Journal of computer science).

[7] Rakshitha R, Srinath S, Rashmi S and Poornima B V, “Enhancing Crack Pixel Segmentation: Comparative Assessment of Feature Combinations and Model Interpretability”, Journal of Infrastructure Preservation and Resilience, 2024 (Springer, Q2, Scopus indexed).

[8] Rashmi S, Srinath S, Rakshitha R and Poornima B V, “Ensemble Learning Methods with Single and Multi-Model Deep Learning Approaches for Cephalometric Landmark Annotation”, Discover artificial intelligence, 2024 (Springer, Scopus indexed).

[9] Rakshitha R, Srinath S, Rashmi S and Poornima B V, “Crack SAM: enhancing crack detection utilizing foundation models and Detectron2 architecture”, Journal of Infrastructure Preservation and Resilience, 2024. (Springer, Q2, Scopus indexed).

[10] R Rakshitha, S Srinath, NV Kumar, S Rashmi, B V Poornima, “Integrated Pixel-Level Crack Detection and Quantification Using an Ensemble of Advanced U-Net Architectures”, Results in Engineering, 2024. (Elsevier, Q1, Scopus indexed).

[11]Geethalakshmi V, Surya R, Mohammed Sinan and Poornima B V, “Visual Impairment assistance system”, Turkish journal of computer & mathematics education (Scopus Index), Volume 12, No.10 (2021), 294-300.

[12]Poornima B V, Shoba Chandra K and Mudassira Tahneet, “Vehicle number plate reconstruction using blind restoration technique”, JETIR, May 2019, Volume 6, Issue 5.

[13] Mumtaz, Poornima B V, Mudassira Tahneet, “An Efficient IOT based smart home automation system using arduino and sms”, JETIR May 2019, Volume 6, Issue 5.

[14] Poornima B V and Padmanayana Bhat, “Prediction Based Channel Selection for Cognitive Radio Networks”, International Journal of Engineering Research and Applications (IJERA), ISSN: 2248- 9622 www.ijera.com Vol. 3, Issue 4, Jul-Aug 2013, pp.772-776.

Patents

  • International Patents

  • Indian Patent

International Patents

No International Patents found

Conferences

  • International conference Attended

  • National conference Attended

International Conferences

10th International Conference on Signal Processing and Integrated Networks (SPIN 2023), 363- 366, Hosted by Amity University, Noida, Delhi-NCR, India

2023 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER), Hosted by Sahyadri college of engineering and management, Mangaluru

8th International conference on Computer vision and pattern recognition (CVIP-2023), Hosted by Indian Institute of Technology, IIT, Jammu

9th International conference on Computer vision and pattern recognition CVIP-2024, Hosted by IIITM, Kanchipuram, Chennai

Others

  • FDP/ Workshop /Seminar Attended

  • FDP Organised

  • Certification

FDP/ Workshop /Seminar Attended

30 hours Online short-term course on “Mathematics and statistics for Machine Learning” organised by E & ICT Academy, NIT Warangal, during 22-11-2021 to 02-012-2021.

30 hours Online short-term course on “Machine Learning with Python for Beginners” organised by Department of CSE, NIT Warangal in association with Center for Continuing Education during 20-12-2021 to 03-01- 2022

One week research development program on “Problem formulation, publication, proposal & thesis writing” from 7/02/2022 to 12/02/2022 organised by department of computer science and engineering, Alva’s institute of engineering and technology, Moodbidri in association with Indian institute of information technology, Allahabad(IIITA) and computer society of India (CSI).

Recent trends in computational intelligence and analytics” from 17/01/2022 to 20/01/2022 organised by RV College of engineering, Bangalore

The fifth one week self-sponsored short term course on “Advances in deep architectures for signal, image & vision applications (ADASIVA)” from 8th to 13th August, 2022 organized by computer vision & biometrics lab (CVBL), Department of Information technology, Indian Institute of Information Technology Allahabad, India

One week national level workshop on “Data analytics and learning”, from 5th to 10th September 2022, organized by the department of information science and engineering, SJCE, JSS Science and Technology University, Mysuru.

One week national level workshop on “Deep learning and its applications”, from 14th to 19th November 2022, organized by the department of computer applications, SJCE, JSS Science and Technology University, Mysuru.

One week Serb karyashala high end workshop on “Explainable AI” organized by Department of computer applications, Cochin science and technology university, CUSAT, from Jan 16 th –Jan 22,2023.

2days workshop on “Medical image computation using deep learning” organized by the department of Instrumentation and applied physics at Indian Institute of Science, IISc, Bengaluru from Feb 24-25th 2023.

5days FDP on “Research Trends and opportunities in artificial intelligence and data science” organized by the department of information science and engineering, Sahyadri college of engineering and management, Mangaluru from March 27 to 31,2023.

5days workshop on “ Recent Advances in AI Research – Deep Learning and Explainable AI” organized by Department of computer applications, Cochin science and technology university, CUSAT, from April 24-28, 2023.

One week Serb karyashala high end workshop on “Advanced Workshop on Deep Learning Applications for Imaging Systems” organized by Department of computer science at ABV-IIITM, Madhyapradesh, Gwalior from July 17th–July 23rd, 2023.

2 days’ workshop on “Artficial intelligence in precision medicine” organized by Dept. of Computational and Data Science, Indian Institute of Science, IISc, Bengaluru on 24-25 January 2024.