Assistant Professor

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 Publication

  • 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, Elsevier (Accepted) (SCI, IF: 5.286)
  • 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
  • Jatindra Kumar Dash, Gandham Girish, P. Pavan Kumar, E. Sudarshan, Achyuth Sarkar, Classification of Lung Tissue Patterns on HRCT Images: Nature of Region of Interest and Classifier Performance, International Journal of Control and Automation (Accepted for Publication) ISSN: 2005-4297
  • Jatindra Kumar Dash, Manisha Patro, Thimmapuram Madhuri, Sujata Chakravarty, Achyuth Sarkar, Novel Texture Feature For Content Based Image Retrieval, Test Engineering and Management, Vol. 83, No. 2, pp. 17788 - 17800, 2020. ISSN: 0193-4120
  • Ankita Singh , Jatindra Kumar Dash, Biswajit Behura , S. Chakravarty, Teaching Learning Based Optimized Support Vector Regression Model for Prediction of Indian Stock Market, International Journal of Advanced Science and Technology, Vol. 29, No. 5, pp. 3002 – 3015. 2020. ISSN: 2005-4238 (Print) ISSN: 2207-6360 (Online)
  • 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 GuptaJatindra 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, vol. 46, no. 12, pp. 3256-3267, 2013.
  • Sudipta Mukhopadhyay, Jatindra Kumar Dash, Rahul Das Gupta, Content-based texture image retrieval using fuzzy class membership, ELSEVIER Pattern Recognition Letters, vol. 34, no. 6, pp. 646-654, 2013.

Conference Publications

  • Shubham, Motahar Reza, Sanjoy Choudhury, Jatindra Dash, Diptendu Sinha Roy, An AI-based Real-Time Roadway-Environment Perception for Autonomous Driving, 2020 IEEE ICCE-TW. (Accepted)
  • Vardhan, Harsha Satya and Dash, Jatindra Kumar 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
  • Dash J.K., 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
  • Gandam Girish, Jatindra Kumar Dash, Adaptive fuzzy local binary pattern for texture classification, IEEE International Conference on Man and Machine Interfacing 2017.
  • Jatindra Kumar Dash, Mandar Kale, Sudipta Mukhopadhyay, Niranjan Khandelwal, Nidhi Prabhakar, Mandeep Kumar Garg, Naveen Kalra, An experimental study of interstitial lung tissue classification in HRCT images using ANN and role of cost functions, SPIE Medical Imaging 2017, Orlando, Florida, United States.
  • Rahul Das Gupta, Jatindra Kumar Dash, Sudipta Mukhopadhyay, Content Based Retrieval of Interstitial Lung Disease Patterns using Spatial Distribution of Intensity, Gradient Magnitude and Gradient Direction, IEEE International Conference on Systems in Medicine and Biology, Jan 2016, Indian Institute of Technology, Kharagpur, India
  • Mandar Kale, Sudipta Mukhopadhyay, Jatindra K. 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, Niranjan Khandelwal, 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, Sudipta Mukhopadhyay, Mandeep Kumar Garg, Nidhi Prabhakar, Niranjan Khandelwal, Multi classifier framework for lung tissue classification, IEEE Students' Technology Symposium, pp. 264-269, 2014.
  • Jatindra Kumar Dash, Sudipta Mukhopadhyay, Rahul Das Gupta, Mandeep Kumar Garg, Nidhi Prabhakar, Niranjan Khandelwal, Wavelet based rotation invariant texture feature for lung tissue classification and retrieval. Proc. SPIE 9035, Medical Imaging 2014: Computer-Aided Diagnosis, 90352G (March 18, 2014); doi:10.1117/12.2043157.
  • Jatindra Kumar Dash, Sudipta Mukhopadhyay, Niranjan Khandelwal, 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, Sudipta Mukhopadhyay, Nidhi Prabhakar, Mandeep Garg and NiranjanKhandelwal, Content-based image retrieval for interstitial lung diseases using classification confidence, SPIE 8670, Medical Imaging 2013: Computer-Aided Diagnosis, 86702Y, Orlando, Florida, United States, 28 February, 2013.
  • Jatindra Kumar Dash, Niranjan Khandelwal, 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, Laxmikant Sahoo, "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.

Patents

  • 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

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