Designation: Associate Professor
Area of specialization: Medical Image Processing and Deep Learning
Date of Joining BNMIT:07-11-2024
Nature of Association (Regular/Contractual/Adjunct): Regular
E-mail Id: deepakdj@bnmit.in
No. of years of Experience: 13Years
Qualification:
Degree | Institution | Year of Passing | % of marks obtained |
PhD (CSE) | VTU, Belagavi | May-2024 | Awarded |
M.Tech(CSE) | National Institute of Technology Karnataka, Surathkal | July-2010 | 6.93 CGPA |
BE(CSE) | Bapuji Institute of Technology and Management, Davangere | July-2008 | 65% |
Experience:
SI.No | Designation | Institution/Organization/Company | Duration |
1 | Associate Professor | BNM INSTITUTE OF TECHNOLOGY [BNMIT] | Nov 2024 – till date |
2 | Assistant Professor | RV Institute of Technology and Management, Bangalore | July 2019 – Nov 2024 |
3 | Assistant Professor | GM Institute of Technology, Davangere | June 2012 – June 2019 |
4 | Programmer Analyst | Cognizant Technologies Limited | March 2011 to April 2012 |
Expertise / list of Subjects handled:
- C
- C++,
- Java
- Data Structures
- DBMS
- Design and analysis of Algorithms
- NOSQL
- System Software,
- Unix System Programming,
- Computer Networks
Research Interest:
- Deep Learning
- Medical Image Processing
- Data Analytics
Journal Publications
- Deepak D J, Keerthi Prasad G, Imran Khan and Naveen R Chanukotimath. “Dvadasham (Dodeca) Edge Filter for Impulse Noise, Gaussian Noise, Quantum Noise Reduction in Images”, In COMPUSOFT, an International Journal of advanced Computer Technology, July 2013, pp. 204-209. (Volume-II, Issue-VII) ISSN:2320-0790. (Scopus Indexed)
- Deepak D J, Sunil Kumar B S, “The Efficacy of U-Net in Segmenting Liver Tumors from Abdominal CT Images” , International Journal of Intelligent Engineering and Systems (IJIES), ISSN: 2185 3118 Vol.15, No.5, 2022 DOI: 10.22266/ijies2022.1031.14, on 30th May 2022 Scopus Indexed Q2 journal. https://inass.org/wp-content/uploads/2022/03/2022103114-1.pdf
- Vinoth Kumar M, Dr. Ajina A, Deepak D J, Dr. Kirankumar Kataraki, “A comparative study between collaborative filtering and content-based recommendation” , International Journal of System Design and Information Processing (SDIP), ISSN:(Print): 2319-9288 Volume -11, Issue-4, Page 242-252, April 2023
- Vinoth Kumar M, Dr. Ajina A, Deepak D J, Dr. Kirankumar Kataraki, “Issues of using Machine Learning and unethical data collection in large corporations to identify functional error” , International Journal of Engineering & Science Research, ISSN: 2277-2685 Volume 13, Issue 2, Page 20-28 April-June 2023 DOI: https://ijesr.org.2023.v13.i02.pp20-28
- Deepak D J, Sunil Kumar B S, “A Novel Densenet Based Architecture for Liver and Liver Tumor Segmentation” , International Journal of Computational Science and Engineering (InderScience), ISSN: 1742-7193 2023 DOI: 10.1504/IJCSE.2023.10060448, on 17th October 2023 Scopus Indexed Q2 journal.
- Deepak D J, Sunil Kumar B S, “Liver tumor segmentation using G-Unet and the impact of preprocessing and postprocessing methods”, Multimedia Tools and Applications (Springer International Journal), ISSN: 1573-7721, 2023, https://doi.org/10.1007/s11042-024-18759-y Scopus Indexed Q1 journal.
Conference Proceedings
- Alwyn Roshan Pais, Deepak D J, B. R. Chandavarkar. “Protection against Denial of Service and Input Manipulation Vulnerabilities in Service Oriented Architecture” in Advances in Network Security and Applications Communications in Computer and Information Science, 2011, Volume 196, Part 1, 331-343, DOI: 10.1007/978-3-642-22540-6_32. ISBN 978-3-642-22539-0
- Keerthi Prasad G, Imran Khan, Naveen R Chanukotimath, Firoz Khan and Deepak D J. “Statistical Analysis of PCA and DTW for Kannada online handwritten character recognition For Handheld Devices”, In ICRASE-15, Bangalore, India, May 9-10, pp. 26-27, 2015. ISRASE ISBN: 978-93-84935-32-0
- Naveen R Chanukotimath, Feroz Khan, Keerthi Prasad G, Imran Khan, and Deepak D J. “A Survey on Performance Evaluation of various Image Filters for Gaussian Noise and Quantum Noise”, In ICRASE-15, Bangalore, India, May 9-10, pp. 27-28, 2015. ISRASE ISBN: 978-93-84935-32-0
- Sandeep G S, Sunil Kumar B S, and Deepak D J. “An Efficient Lossless Compression Using Double Huffman Minimum Variance Encoding Technique”, In iCATccT 2015, IEEE Bangalore Section, India, OCT 29-30, 2015
- Sandeep GS, Sunil Kumar BS, Mamatha GS, Deepak DJ, “A survey of optimization of Rate Distortion Techniques for H.264 Scalable Video Coding”, Springer Advances in Intelligent Systems and Computing Series 8th April 2016
- Raghudathesh G P, Deepak D J, Keerthi Prasad G, “IoT Based Intelligent Poultry Management System Using Linux Embedded System”, at International Conference on Advances in Computing, Communications and Informatics (ICACCI) 2017, 13 – 16th September, 2017, Manipal Institute of Technology (MIT), Manipal University, Manipal, Karnataka, India.
- Deepak D J, Dr. Sunil Kumar B S, “Survey On Liver Tumor Segmentation Techniques in Computed Tomography Images Using Deep Learning Methods”, at 10th International Conference on Recent Engineering and Technology (ICRET) 2020, 21st June, 2020, Bangalore.
- Deepak D J, Dr. Sunil Kumar B S, “A Comparative Study of Liver Tumor Segmentation Techniques in Computed Tomography Images Using Deep Learning Methods”, Proc. of 2nd International Conference on Emerging Trends in Science, Engineering and Management (ICETSEM) 2021, 15th July, 2021, GMIT Davangere.
- Deepak N A, Savitha G, Deepak D J, “Topic Models for Re-Id from Curbed Vido Traces”, 16th International Conference on Information Processing ICInPro 2021, Oct 22-24, 2021,UVCE, Bengaluru, Karnataka.
- Sai Murali S N, S Rakesh, Vijaykumar V, Sairam M J, Deepak D J, “Reservoir Computing for Early-Stage Alzheimer’s Disease Detection” , National Conference On Digital Technology Engineering, Organized by RVITM, Bengaluru, 28th April 2023.
- Ajina A, Vinoth Kumar M, Deepak D J, “Machine Learning for Facial Information Extraction” , IEEE International Conference on Advances in Electronics, Communication, Computing and Intelligent Information Systems (ICAECIS-23), Organized by Bangalore Institute of Technology in association with IEEE Bangalore Section, Bengaluru, 19th April 2023
- Vinoth Kumar M, Kirankumar Kataraki, Deepak D J, Ajina A, “A Revolutionary Method based on CNN -LSTM to Characterize Knee Osteoarthritis from Radiography”, International Conference on Recent Innovations in Science, Engineering and Technology (ICRISET-23), Organized by Jansons Institute of Technology, Coimbatore, India in association with Institute For Engineering Research and Publication (IFERP), Bengaluru, 5th May 2023.
- J. Deepak and B. S. Sunil Kumar, “Liver Tumor Segmentation using Hybrid Residual Network and Conditional Random Fields,” 2023 International Conference on the Confluence of Advancements in Robotics, Vision and Interdisciplinary Technology Management (IC-RVITM), Bangalore, India, 2023, pp. 1-8, doi: 10.1109/IC-RVITM60032.2023.10435311.
International Book Series:
- Savitha G, Deepak N A, Deepak D J, “Retinopathy Based Multistage Classification of Diabetes”, Atlantis Highlights in Computer Sciences Series, 13th September 2021, ISBN 978-94-6239-428-5, ISSN 2589-4900, https://doi.org/10.2991/ahis.k.210913.008
- Savitha G, Deepak N A, Deepak D J, “Data Acquisition Using IoT to Monitor Coal Mining Environment”, Atlantis Highlights in Computer Sciences Series, 13th September 2021, ISBN 978-94-6239-428-5, ISSN 2589-4900, https://doi.org/10.2991/ahis.k.210913.020.
Participation in Training courses/Seminars/Workshops :
- Two day FDP on “System Software & Operating Systems laboratory” organized by CSE & ISE department ,july 30-31st 2012, RNSIT, Bangalore.
- 2 week FDP on “Information security on Virtual Terminal Environment” organized by CDAC Hyderabad and Ministry of Communications and Information Technology at New Delhi.
- 2-Day Faculty Development Program on Programming in C and Data Structures organized by Department of CSE and ISE held during July 24-25, 2014, RNSIT, Bangalore.
- Three day workshop on “Feel Teacher” Learning and Development Intervention conducted by CLHRD, Mangalore from 27th to 29th July 2015.
- 1-week Infosys Foundation Program 4.0 (FDP) on Programming, Databases and Software Engineering from 20th to 25th July 2015 at BVB college, Hubli.
- Two days FDP on “Computer Networks Simulation using NCTUns & Networking, Algorithms using C programming” from 11th to 12th January 2018 at Dept of ECE, GMIT Davangere.
- Three-day workshop on “ARM Processors and It’s Applications” organized in collaboration with IQAC-GMIT from 5th to 7th April 2018.
- Two day workshop on “Outcome based education and outcome based accreditation” pertaining to National Board of Accreditiation(NBA) from 10th to 11th February 2017.
- Two day workshop on “IoT using Microcontrollers” organized by INNOWITECH solutions, Bengaluru on 26th and 27th February 2019 at GMIT Davangere.
- Online One week FDP – On “The Effective Techniques of Teaching and E-Commerce “Organized by Saraswati Institute of Technology from 1st June to 5th June 2020
- “FDP on Research Perspective in Futuristic Computing Technologies” session of “Artificial Intelligence”, “Data Science”, “Deep Learning in Medical Image Analysis” domain held on 6th, 7th, and 8th July – 2020 organized by Department of Computer Science & Engineering, School of Engineering, Dayananda Sagar University, Bengaluru.
- Online FDP on “Moodle & its Features for Teaching Learning and Evaluation Process”, 27th – 31st July 2020, organized by RVCE, Bengaluru.
- AICTE’s eSIP training on “Online Student Induction Program 2020” from 8th to 20th Nov 2020.
- AICTE Training And Learning (ATAL) Academy Online Elementary FDP on “Practical insight into key concepts of Blockchain” from 2021-07-12 to 2021-07-16 at Ramaiah Institute of Technology
- 3-Day FDP on “ANDROID MOBILE APPLICATION DEVELOPMENT” organized by the Department of CSE and ISE, in association with CSI Student Chapter and Kaiten Software Solutions during 7th to 9th April 2022 at RVITM , Bengaluru.
- Completed the Train the Trainer program and published a microsite on Infosys Springboard conducted by Infosys Limited from January 24 to January 27, 2022.
- Coordinated Five Days Faculty Development Program on “ICT tools for Innovative Teaching Learning process”, 28-March-2022 to 01-April-2022.
- Organizing Committee Member of “International Conference on Expert Clouds and Application (ICOECA 2022)” organized by Dept of CSE/ISE, RVITM, 3rd Feb 200 to 4th Feb 2022
- One week FDP On “Amazon Web Services” during the period of 22nd August 2022 to 27th August 2022 Organized by BRAINOVISION SOLUTIONS INDIA PVT.LTD & ALL INDIA COUNCIL FOR TECHNICAL EDUCATION – AICTE
- 3-day FDP on “AI and Machine Learning for Healthcare Engineering”, Dept of CSE, New Horizon College of Engineering, from 15-03-2023 to 17-03-2023
- Participated in One week National level FDP on Cloud Infrastructure(AWS) organized by Brainovision Solutions India Pvt Ltd and AICTE during 21st to 25th August 2023.
- Participated in 5 day FDP on Outcome Based Education from 25th September to 4th November 2023 at RVITM.
- Participated in one week ATAL FDP on Supply Chain Management from 8th Jan to 13th Jan 2024 at RVCE.
Sports:
- Represented Davangere District twice in State level football competition.
Others:
- Emergency response team member while working in Cognizant Technologies.