DR. SARAT SAHARIA

      

Contact Details

Professor, SMIEEE
Dept. of Computer Science and Engineering,
Tezpur University,
Sonitpur,
Assam, India
Pin- 784028
(L) +913712275105
(M) +91XXXXXXXXXXX
Email: sarat@tezu.ernet.in
 sarat@tezu.ac.in

  Curriculum Vitae  

Qualification

  • PhD in CSE from Tezpur University
  • MCA from Dibrugarh University

Areas of Specialization

  • Machine Learning
  • Computer Vision
  • Pattern Recognition
  • Gesture Recognition
  • Gait Recognition

Teaching

  • Database Systems
  • Pattern Recognition
  • Graph Theory

Shared Resources

Research Publications

  • A Bhowmick, S Saharia, SM Hazarika (2022); Non-parametric scene parsing: Label transfer methods and datasets; Computer Vision and Image Understanding 219, 103418
  • A Bhowmick, S Saharia, SM Hazarika (2021); FhVLAD: Fine-grained quantization and encoding high-order descriptor statistics for scalable image retrieval, Multimedia Tools and Applications 80 (28), 35495-35520
  • Hijam, D., Saharia, S. (2022); On developing complete character set Meitei Mayek handwritten character database. The Visual Computer 38, 525–539 (2022). https://doi.org/10.1007/s00371-020-02032-y
  • K Ray, S Saharia, N Sarma (2021); Detection and identification of Ascaris lumbricoides and Necator americanus eggs in microscopic images of faecal samples of pigs, International Journal of Automation and Control 15 (3), 378-402
  • S Saikia, S Saharia (2021); The Sattriya Dance Ground Exercise Video Dataset for Dynamic Dance Gesture Recognition, Soft Computing Techniques and Applications, 283-294
  • S. Saikia, S. Saharia (2016); A Survey on Vision-based Dynamic Gesture Recognition,'' International Journal of Computer Applications, Vol 138, No. 1, March 2016, pp 19-27
  • M. Devi, S. Saharia, D. K. Bhattacharyya. (2015); Dance Gesture Recognition: A Survey, International Journal of Computer Applications, Vol 122, No. 5, July, pp 19-26
  • D. Das, S. Saharia. (2014); Human Gait Analysis using Support Vector Machines,'' International Journal of Computer Science and Information Technology, , Vol 6,, pp 187-195
  • D. Das, S. Saharia (2014); Implementation and Performance Evaluation of Background Subtraction Algorithms, International Journal of Computational Sciences and Applications (IJCSA), , Vol 4, No 2, pp 49-55
  • P. Das, D. Das, S. Saharia.( 2014) Gait Analysis and Recognition for Human Identification; International Journal of Electronics and Applied Research (IJEAR), 1, pp. 45-54
  • D. Das, S. Saharia. (2014) Implementation and Performance Evaluation of Background Subtraction Algorithms; International Journal of Computational Sciences and Applications (IJCSA), Vol 4, No 2, pp 49-55
  • A. Mira, D. K. Bhattacharyya, S. Saharia(2012), RODHA: Robust Outlier Detection using Hybrid Approach, American Journal of Intelligent Systems, Vol 2, No 5, pp 129-140
  • M. H. Bhuyan, S. Saharia, D. K. Bhattacharyya (2010). An Effective Method for Fingerprint Classification. In International Arab Journal of e-Technology (IAJeT), Vol. 1, No. 3, pp. 89-97

Papers in Conference Proceedings

  • Alexy Bhowmick, Sarat Saharia, Shyamanta M Hazarika (2021), Enhancing label transfer in non-parametric scene parsing by superpixel-based dense alignment, Proceedings of the Twelfth Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP '21), December 2021 Article No.: 31, Pages 1–9, https://doi.org/10.1145/3490035.3490290
  • D Hijam, S Saharia (2020); Comparative study of different classification models on benchmark dataset of handwritten meitei mayek characters, In proc. International Conference on Intelligent Computing and Smart Communication 2019, pages 61 – 71
  • K. Roy, S. Saharia. (2019), Detection and Identification of Parasite Eggs from Microscopic Images of Fecal Samples, Int. Conf. on Computational Intelligence in Pattern Recognition, Shibpur, India
  • D Hijam, S Saharia, Y. Nirmal (2018) Towards a Complete Character Set Meitei Mayek Handwritten Character Recognition; 4th International Conference On Computing, Communication, Control And Automation ICCUBEA, Pune, India
  • M Devi, S Saharia (2016). A two-level classification scheme for single-hand gestures of Sattriya dance; International Conference on Accessibility to Digital World (ICADW), pp.193-196
  • D. Das, S. Saharia. (2014) Human Gait Analysis and Recognition Using Support Vector Machines; Proc. of Third Intl. conf. on Soft Computing, Artificial Intelligence and Applications (SCAI 2014), July 26-27, Chennai, India

Other Publications (Book Chapters)

  • Ray K., Saharia S., Sarma N. (2021) A Study on Classification Accuracy of Different Features in Identification of Parasite Eggs from Microscopic Images of Fecal Samples. In: Maji A.K., Saha G., Das S., Basu S., Tavares J.M.R.S. (eds) Proceedings of the International Conference on Computing and Communication Systems. Lecture Notes in Networks and Systems, vol 170. Springer, Singapore. https://doi.org/10.1007/978-981-33-4084-8_29
  • Ray K., Shil S., Saharia S., Sarma N., Karabasanavar N.S. (2020) Detection and Identification of Parasite Eggs from Microscopic Images of Fecal Samples. In: Das A., Nayak J., Naik B., Pati S., Pelusi D. (eds) Computational Intelligence in Pattern Recognition. Advances in Intelligent Systems and Computing, vol 999. Springer, Singapore, pp. 45 – 55
  • Bhowmick A., Saharia S., Hazarika S.M. (2019) Encoding High-Order Statistics in VLAD for Scalable Image Retrieval. In: Deka B., Maji P., Mitra S., Bhattacharyya D., Bora P., Pal S. (eds) Pattern Recognition and Machine Intelligence. PReMI 2019. Lecture Notes in Computer Science, vol 11941. Springer, Cham. https://doi.org/10.1007/978-3-030-34869-4_61
  • D Hijam, S Saharia. (2018) Convolutional Neural Network Based Meitei Mayek Handwritten Character Recognition; In Intelligent Human Computer Interaction, Springer, pp 207-219
  • M Devi, S Saharia, DK Bhattacharyya.( 2018) A Dataset of Single-Hand Gestures of Sattriya Dance; In B. Chanda et al, editors, Heritage Preservation – A computational Approach, Springer, , pp 293-310
  • Devi M., Saharia S. (2018) An Empirical Analysis of Three Moments on Sattriya Dance Single-Hand Gestures Dataset. In: Kalam A., Das S., Sharma K. (eds) Advances in Electronics, Communication and Computing. Lecture Notes in Electrical Engineering, vol 443. Springer, Singapore, pp 665-673

Honors & Awards

  • Senior Member IEEE (SMIEE)(93978071)