Associate Professor
Associate Dean in-charge – (Engineering) SEAS

Dr Jatindra Kumar Dash 

Department of Computer Science Engineering

Interests

  1. Content-Based Image Retrieval
  2. Medical Image Analysis
  3. Texture Analysis

Education

1999

Institution of Engineers
BE

2001

Government College of Engineering, Tirunelvelli
Tamil Nadu
ME

2016

Indian Institute of Technology
Kharagpur
Ph.D.

Experience

  • Worked as Visiting Researcher in the Department of SCET, University of California, Berkeley, USA (Fall 2018).
  • 3.5 Years, Associate Professor | National Institute of Science and Technology, Berhampur, Odisha
  • 2.4 Year, Research Consultant | Indian Institute of Technology Kharagpur
  • 2.4 Years, Teaching Assistant | Indian Institute of Technology Kharagpur
  • 7.6 Years, Assistant Professor | Centurion University of Technology & Management, Odisha

Research Interest

  • Characterisation of Interstitial Lung Tissue Patterns in High Resolution Computed Tomography human Lung Images
  • Design and Development of Computer Aided Diagnosis system Interstitial Lung Diseases.
  • Development of novel Texture Features for texture analysis and classification
  • Development of novel Medical Image Retrieval paradigm.

Awards & Fellowships

  • 2017,  International Travel Support -  DST, Govt. of India
  • 2015, 'Honorable Mention' poster award, International Society for Optics and Photonics
  • 2012 - 2014, Institute Fellowship (PhD), MHRD, Govt. of India
  • 2000 - 2001, GATE Fellowship, MHRD, Govt. of India

Memberships

  • Member of Institution of Engineers

Publications

Journal Publications

  • Rajesh Yelchuri, Jatindra Kumar Dash, Priyanka Singh, Arunanshu Mahapatro, Sibarama Panigrahi, Exploiting deep and hand-crafted features for texture image retrieval using class membership, Pattern Recognition Letters, Volume 160, 2022, Pages 163-171,ISSN 0167-8655, https://doi.org/10.1016/j.patrec.2022.06.017.
  • H. Bhuyan, J. Killi, Jatindra Kumar Dash, P. P. Das and S. Paul, "Motion Recognition in Bharatanatyam Dance," in IEEE Access, vol. 10, pp. 67128-67139, 2022, doi: 10.1109/ACCESS.2022.3184735.
  • Khadke, Swikriti, Pragya Gupta, Shanmukh Rachakunta, Chandreswar Mahata, Suma Dawn, Mohit Sharma, Deepak Verma et al. "Efficient Plastic Recycling and Remolding Circular Economy Using the Technology of Trust–Blockchain." Sustainability 13, no. 16 (2021): 9142.
  • Pandian, M. T., Chouhan, K., Kumar, B. M., Jatindra Kumar Dash, Jhanjhi, N. Z., Ibrahim, A. O., & Abulfaraj, A. W. (2022). Improving Efficiency of Large RFID Networks Using a Clustered Method: A Comparative Analysis. Electronics, 11(18), 2968.
  • Devi, K.J.; Singh, P.; Jatindra Kumar Dash; Thakkar, H.K.; Santamaría, J.; Krishna, M.V.J.; Romero-Manchado, A. A New Robust and Secure 3-Level Digital Image Watermarking Method Based on G-BAT Hybrid Optimization. Mathematics 2022, 10, 3015. https://doi.org/10.3390/math10163015
  • Kale, M., Jatindra Kumar Dash & Mukhopadhyay, S. Efficient image retrieval system for textural images using fuzzy class membership. Multimed Tools Appl (2022). https://doi.org/10.1007/s11042-022-13529-0
  • H. Bhuyan, P. P. Das, Jatindra Kumar Dash and J. Killi, "An Automated Method for Identification of Key frames in Bharatanatyam Dance Videos," in IEEE Access, vol. 9, pp. 72670-72680, 2021, doi: 10.1109/ACCESS.2021.3079397.
  • Jatindra Kumar Dash, Sudipta Mukhopadhyay, Rahul Das Gupta, Niranjan Khandelwal, Content-based image retrieval system for HRCT lung images: assisting radiologists in self-learning and diagnosis of Interstitial Lung Diseases. Multimedia Tools Appl (2021). https://doi.org/10.1007/s11042-020-10173-4
  • K. Hemant Kumar Reddy, Ashish Kr. Luhach, Buddhadeb Pradhan, Jatindra Kumar Dash, Diptendu Sinha Roy, A genetic algorithm for energy efficient fog layer resource management in context-aware smart cities, Sustainable Cities and Society, Volume 63, 2020, 102428, https://doi.org/10.1016/j.scs.2020.102428
  • Jatindra Kumar Dash, Sudipta Mukhopadhyay, Similarity learning for texture image retrieval using multiple classifier system, Springer Multimedia Tools Application vol. 77, no. 1, pp. 459-483, 2018.
  • Jatindra Kumar Dash, Sudipta Mukhopadhyay, Rahul Das Gupta, Multiple classifier system using classification confidence for texture classification. Multimedia Tools and Applications, vol. 76, no. 2, pp. 2535–2556, 2017
  • Jatindra Kumar Dash, Sudipta Mukhopadhyay, Rahul Das Gupta, "Content-based image retrieval using fuzzy class membership and rules based on classifier confidence," in Image Processing, IET , vol.9, no.9, pp. 836-848, 2015.
  • Rahul Das Gupta, Jatindra Kumar Dash, Sudipta Mukhopadhyay: Rotation invariant textural feature extraction for image retrieval using eigen value analysis of intensity gradients and multi-resolution analysis. ELSEVIER Pattern Recognition, Volume 46, Issue 12, Pages 3256-3267, 2013.
  • Sudipta Mukhopadhyay, Jatindra Kumar Dash, Rahul Das Gupta, Content-based texture image retrieval using fuzzy class membership, ELSEVIER Pattern Recognition Letters, Volume 34, Issue 6, Pages 646-654, 15 April 2013.
  • Sapan Das, S.A.Edalatpanah, Jatindra Kumar Dash, A novel lexicographical-based method for trapezoidal neutrosophic linear programming problem: Neutrosophic Sets and Systems
  • Sapan Kumar Das, S.A. Edalatpanah and Jatindra Kumar Dash, An Intelligent Dual Simplex Method to Solve Triangular Neutrosophic Linear Fractional Programming Problem, Neutrosophic Sets and Systems, vol. 36, 2020, pp. 50-69. DOI: 10.5281/zenodo.4065379 (Q3) https://digitalrepository.unm.edu/nss_journal/vol36/iss1/5
  • Rajeev Prasad, S.Kumar Das, T. Mandal, Jatindra Kumar Dash, A modified ranking function of linear programming problem directly approach to fuzzy environment, International Journal of Mathematics in Operation Research. Inderscience Publisher (Accepted for Publication) ISSN online: 1757-5869, ISSN print: 1757-5850 (Q3)

Conference Papers

  • Pothula Kethan, Gurrala Geetanjali, Gogineni Suhitha, Adesh Gupta, Rajesh Yelchuri, and Jatindra Kumar Dash, Medical Image Segmentation Using U-Net, International Conference on Machine Learning, Image Processing, Network Security and Data Sciences MIND-2022 (Accepted for publication)
  • Shubham, M. Reza, S. Choudhury, Jatindra Kumar Dash and D. S. Roy, "An AI-based Real-Time Roadway-Environment Perception for Autonomous Driving," 2020 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan), 2020, pp. 1-2, doi: 10.1109/ICCE-Taiwan49838.2020.9258145.
  • Vardhan, Harsha Satya and Jatindra Kumar Dash and Mohanty, Sachinandan, Deep Convolutional Neural Networks for Classification of Interstitial Lung Disease (April 5, 2020).Available at: SSRN: https://ssrn.com/abstract=3568854 or http://dx.doi.org/10.2139/ssrn.3568854
  • Jatindra Kumar Dash, Patro M., Majhi S., Girish G., Nancy Anurag P. (2020) Local Texture Features for Content-Based Image Retrieval of Interstitial Lung Disease Patterns on HRCT Lung Images. In: Khanna A., Gupta D., Bhattacharyya S., Snasel V., Platos J., Hassanien A. (eds) International Conference on Innovative Computing and Communications. Advances in Intelligent Systems and Computing, vol 1087. Springer, Singapore
  • G. Girish and Jatindra Kumar Dash, "Adaptive fuzzy local binary pattern for texture classification”, 2nd International Conference on Man and Machine Interfacing (MAMI), Bhubaneswar, 2017, pp. 1-5. doi: 10.1109/MAMI.2017.8307876
  • Jatindra Kumar Dash, Mandar Kale, Sudipta Mukhopadhyay, Niranjan Khandelwal, Nidhi Prabhakar, Mandeep Garg, Naveen Kalra, "An experimental study of interstitial lung tissue classification in HRCT images using ANN and role of cost functions," Proc. SPIE 10134, Medical Imaging 2017: Computer-Aided Diagnosis, 101343U (3 March 2017)
  • R. Das Gupta, Jatindra Kumar Dash and S. Mukhopadhyay, "Content based retrieval of interstitial lung disease patterns using spatial distribution of intensity, gradient magnitude and gradient direction," 2016 International Conference on Systems in Medicine and Biology (ICSMB), Kharagpur, 2016, pp. 58-61. doi: 10.1109/ICSMB.2016.7915087
  • Mandar Kale, Sudipta Mukhopadhyay, Jatindra Kumar Dash, Mandeep Garg, and Niranjan Khandelwal. "Differentiation of several interstitial lung disease patterns in HRCT images using support vector machine: role of databases on performance." In SPIE Medical Imaging, pp. 97852Z-97852Z. International Society for Optics and Photonics, 2016.
  • Jatindra Kumar Dash ; Vaddepalli Madhavi ; Sudipta Mukhopadhyay ; NiranjanKhandelwal ; Prafulla Kumar; Segmentation of interstitial lung disease patterns in HRCT images. Proc. SPIE 9414, Medical Imaging 2015: Computer-Aided Diagnosis, 94142R (March 20, 2015); doi:10.1117/12.2079072.(Received 'Honorable Mention' award).
  • Jatindra Kumar Dash, SudiptaMukhopadhyay, Mandeep Kumar Garg, NidhiPrabhakar, NiranjanKhandelwal, Multi classifier framework for lung tissue classification, Proc. IEEE Students' Technology Symposium, pp. 264-269, 2014.
  • Jatindra Kumar Dash, SudiptaMukhopadhyay, Rahul Das Gupta, Mandeep Kumar Garg, NidhiPrabhakar, NiranjanKhandelwal, IEEE Students' Technology Symposium. Proc. SPIE 9035, Medical Imaging 2014: Computer-Aided Diagnosis, 90352G (March 18, 2014); doi:10.1117/12.2043157.
  • Jatindra Kumar Dash,SudiptaMukhopadhyay,NiranjanKhandelwal, Complementary Cumulative Precision Distribution (CCPD): a new graphical metric for medical image retrieval system. Proc. SPIE 9037, Medical Imaging 2014: Image Perception, Observer Performance, and Technology Assessment, 90371S (March 11, 2014); doi:10.1117/12.2043156.
  • Jatindra Kumar Dash, SudiptaMukhopadhyay, NidhiPrabhakar, MandeepGarg and NiranjanKhandelwal, Content-based image retrieval for interstitial lung diseases using classification confidence, Proc. SPIE 8670, Medical Imaging 2013: Computer-Aided Diagnosis, 86702Y, Orlando, Florida, United States, 28 February, 2013.
  • Jatindra Kumar Dash, NiranjanKhandelwal, Rahul Das Gupta, Pinakpani Bhattacharya, Sudipta Mukhopadhyay, Mandeep Garg, Content-based image retrieval for interstitial lung diseases, in Proc. of IEEE International Conference on Signal Processing, Computing and Control (ISPCC), pp.1-4, 15-17 March 2012
  • Jatindra Kumar Dash, LaxmikantSahoo, "Wavelet based features of circular scan lines for mammographic mass classification." In Recent Advances in Information Technology (RAIT), 2012 1st International Conference on, pp. 58-61. IEEE, 2012.

Book Chapters

  • Jatindra Kumar Dash, Goutam Kumar Dalapati, Mohit Sharma (2020), ‘Machine Learning on materials selection and energy saving’, in Goutam Kumar Dalapati, Mohit Sharma (ed.) Energy Saving Coating Materials: Design, Process, Implementation and Recent Developments. ELSEVIER (In Press), Paperback ISBN: 9780128221037 https://doi.org/10.1016/B978-0-12-822103-7.00012-1
  • Nancy Anurag Parasa, Jaya Vinay Namgiri, Sachi Nandan Mohanty, Jatindra Kumar Dash, ‘Introduction to Unsupervised Learning in Bioinformatics’, in Rabinarayan Satpathy, Tanupriya Choudhury, Suneeta Satpathy, Sachi Nandan Mohanty and Xiaobo Zhang (eds.) Data Analytics in Bioinformatics: A Machine Learning Perspective, (35–50) © 2021 Scrivener Publishing LLC. https://doi.org/10.1002/9781119785620.ch2

Patents

  • A SYSTEM AND A METHOD FOR PERFORMING CLASSIFICATION OF REMOTE SENSING IMAGES, (Published, Intellectual Property India, Govt. of India), Authors: Jatindra Kumar Dash, Rajesh Yelchuri, Priyanka Singh, Kshira Sagar Sahoo. Application Number: 202241058351
  • Computer implemented method for fingerprint recognition using filtering techniques (Published, Intellectual Property India, Govt. of India), Authors: Jatindra Kumar Dash, Bhagirathi Nayak, V. Sridhar, Sachi Nandan Mohanty, V, Vinay Kumar, P. Neelima, Umakant Bhaskar Gohatre, Venkat P. Patil, Bhushan Purshottam Saoji, Smita Avinash Lonkar. Application Number: 201941053267
  • Method Of Fuzzy Inference Model Control For An Injection Molding Machine (Published, Intellectual Property India, Govt. of India), Authors: T. V. Ramana, A. Suresh Kumar, Prashant Kumar Shukla, Piyush Kumar Shukla, Piyush Kumar Soni, Bhagirathi Nayak, Sandeep Kumar Panda, Rashmi Soni, Jatindra Kumar Dash. Application Number: 201911023848

Contact Details

  • E-mail id: jatindrakumar.d@srmap.edu.in
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