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Dr Prashant Srivastava
- Assistant Professor
- Area: Computer Science and Engineering
Dr Prashant Srivastava earned his Doctor of Philosophy in the area of Content-Based Image Retrieval using Multiresolution Techniques. He received ‘Best Paper Presentation Award’ at International Workshop on Pattern Recognition (IWPR-2017) held at Nanyang Technological University, Singapore in the year 2017. He received a full travel grant from Department of Science and Technology (DST), New Delhi to visit Singapore in 2017. He is a member of National Academy of Sciences India and Association for Computing Machinery (ACM).
Qualification
- PhD (Computer Science) University of Allahabad
- MSc (Computer Science) University of Allahabad
- BSc (Computer Science) University of Allahabad
Experience
Teaching – 4 years
Courses taught
- Java Programming
- Object-oriented Programming
- Computer Vision
- Artificial Neural Networks
- Parallel and Distributed Computing
- AI & ML in Cybersecurity
Research area(s)
- Image Processing and Computer Vision
- Pattern Recognition
- Content-Based Image Retrieval
Consulting Area
- Visual Information Retrieval
Selected publications
- P. Srivastava and A. Khare, ‘Content-based image retrieval using local ternary wavelet gradient pattern,’ Multimedia Tools and Applications, vol. 78, no. 24, pp. 34297-34322, December 2019. DOI: https://DOI.org/10.1007/s11042-019-08039-5 [SCI]
- P. Srivastava and A. Khare, ‘Utilizing Multiscale Local Binary Pattern for Content-Based Image Retrieval,’ Multimedia Tools and Applications, vol. 77, no. 10, pp. 12377-12403, May 2018. DOI: https://DOI.org/10.1007/s11042-017-4894-4 [SCI]
- P. Srivastava and A. Khare, ‘Content-Based Image Retrieval Using Local Binary Curvelet Co-occurrence Pattern,’ The Computer Journal, vol. 61, no. 3, pp. 369-385, March 2018. DOI: https://DOI.org/10.1093/comjnl/bxx086 [SCI]
- P. Srivastava and A. Khare, ‘Integration of wavelet transform, local binary patterns and moments for content-based image retrieval,’ Journal of Visual Communication and Image Representation, vol. 42, no. 1, pp. 78-103, January 2017. DOI: https://DOI.org/10.1016/j.jvcir.2016.11.008 [SCI]
- P. Srivastava, N. T. Binh and A. Khare, ‘Content-based image retrieval using moments of local ternary pattern,’ Mobile Networks and Applications, vol. 19, no. 5, pp. 618-625, October 2014. DOI: https://DOI.org/10.1007/s11036-014-0526-7 [SCI]
Publications
Research papers
- A. Kushwaha, A. Khare, and P. Srivastava, ‘On integration of multiple features for human activity recognition in video sequences,’ Multimedia Tools and Applications, vol. 80, no. 21, pp. 32511-32538, September 2021. DOI: https://DOI.org/10.1007/s11042-021-11207-1 [SCI]
- P. Srivastava and A. Khare, ‘Content-Based Image Retrieval Using Multiresolution Speeded-Up Robust Feature,’ International Journal of Computational Vision and Robotics, vol. 8, no. 4, pp. 375-387, August 2018. DOI: https://DOI.org/10.1504/IJCVR.2018.093967 [Scopus]
Conference publications
- P. Srivastava, M. Khare, and A. Khare, ‘Content-Based Image Retrieval using Local Derivative Laplacian Co-occurrence Pattern,’ In Proc. of 3rd International Conference on Multimedia Technology and Enhanced Learning (ICMTEL-2021), 2021, pp. 402-412. DOI: https://DOI.org/10.1007/978-3-030-82565-2_33
- P. Srivastava, M. Khare, and A. Khare, ‘Combining Local Binary Pattern and Speeded-Up Robust Feature for Content-Based Image Retrieval,’ In Proc. of 12 th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2020), 2020, pp. 366-376. DOI: https://DOI.org/10.1007/978-981-15-3380-8_32
- M. Khare, P. Srivastava, J. Gwak and A Khare, ‘A Multiresolution approach for Content-Based Image Retrieval using Wavelet Transform of Local Binary Pattern,’ In Proc. of 10 th Asian Conference on intelligent Information and Database Systems (ACIIDS 2018), 2018, pp. 529-538. DOI: https://DOI.org/10.1007/978-3-319-75420- 8_50
- P. Srivastava, M. Khare and A. Khare, ‘Content-Based Image Retrieval using Scale Invariant Feature Transform and Gray-level Co-occurrence Matrix,’ In Proc. of 2 nd International Workshop on Pattern Recognition (IWPR 2017), 2017, pp. 104430V. DOI: https://DOI.org/10.1117/12.2280442
- P. Srivastava and A. Khare, ‘Content-Based Image Retrieval using Multiscale Local Spatial Binary Gaussian Co-occurrence Pattern,’ In Proc. of International Conference of Internet of Things for Technological Development (IoT4TD-2017), 2017, pp. 85-95. DOI: https://DOI.org/10.1007/978-981-10-5523-2_9
- P. Srivastava and A. Khare, ‘Content-based image retrieval using scale invariant feature transform and moments,’ In Proc. of 3rd IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics (IEEE UPCON-2016), 2016, pp. 162-166. DOI: https://DOI.org/10.1109/UPCON.2016.7894645
- P. Srivastava, O. Prakash and A. Khare, ‘Content-based image retrieval using moments of wavelet transform,’ In Proc. of 3rd International Conference on Control, Automation and Information Sciences, 2014, pp. 159-164. DOI: https://DOI.org/10.1109/ICCAIS.2014.7020550
- P. Srivastava, N. T. Binh and A. Khare, ‘Content based Image retrieval using moments,’ In Proc. of 2nd International Conference on Context Aware Systems and Applications, 2013, pp. 228-237. DOI: https://DOI.org/10.1007/978-3-319-05939-6_23
Book chapter publications
- P. Srivastava, M. Khare, and A. Khare, ‘Content-Based Image Retrieval Using Intelligent Techniques,’ in Computational Intelligence for Information Retrieval, Eds. D. Saini, G Chaudhary and V. Gupta, CRC Press, Boca Raton, Florida, 2021 ch. 14, pp. 257-273.
- P. Srivastava and A. Khare, ‘Content-Based Image Retrieval using Multiresolution Feature Descriptors,’ in Recent Advances in Computer Vision, Eds. M. Hassaballah and K. M. Hosny, Studies in Computational Intelligence, Springer, Switzerland 2018, ch.8, pp. 211-235.
- P. Srivastava and A. Khare, ‘On Visual Information Retrieval using Multiresolution Techniques,’ In Web Usage Mining Techniques and Applications Across Industries , Ed. A.V. S. Kumar, IGI Global, Hershey, United States, 2016 ch. 12, pp. 297-323.
Awards and recognition
- Received Best Special Session Award for organizing Special Session on Computational Imaging and Vision in 13 th Asian Conference on Intelligent Information and Database Systems (Phuket, Thailand, (Online mode), 7-9 April 2021)
- Selected as Member of National Academy of Sciences, India, in 2019
- Received Best Paper Presentation Award at 2017 The Second International Workshop on Pattern Recognition (IWPR-2017), held at Nanyang Technological University, Singapore, 1-3 May 2017
Other Interests
Reading
Media articles/blogs
Written by Dr Ganesh Natarajan
