COMPUTER SCIENCE AND ENGINEERING

Dr. Akansha Tyagi

Dr. Akansha Tyagi

Assistant Professor
akansha.t@bvrithyderabad.edu.in

AICTE ID: 1-43371601471
JNTUH ID: 7229-230316-141905
Ratified Status: Ratified

Ph.D.: An Efficient System for Vision-Based Recognition of Indian Sign Language Using Soft Computing Techniques, Maharishi Markandeshwer (Deemed to be) University-Ambala(Haryana), 2023
M.Tech.: A review of image segmentation techniques, Maharishi Dayanand University, Rohtak, Haryana, India-124001, 2017
B.Tech.: Punjab Technical University, Jalandhar, Punjab, India, 2013

Teaching Experience: 4 Years
Research Experience: Nil
Industry Experience: Nil

Scopus ID: 57215662379
WoS ID: AAB-2083-2022
Google Scholar ID: https://scholar.google.com/citations?view_op=list_works&hl=en&hl=en&user=NOl-MggAAAAJ
Vidwan ID: 344301
ORCID ID: 0000-0003-0842-1486

Computer Vision, Image Processing, Human Computer Interaction and AI in Healthcare

  • Received best paper award in National Research Paper Writing Competition organized by Vision for Viksit Bharat for manuscript-“Groundwater and Rivers in India” in October 2024.
  • Received best paper award for the manuscript “ Image Inpainting using Deep Learning Architectures: PConv and GAN” in the 2024 First IEEE International Conference for Women in Computing(INCOWOCO 2024).
  • Received NPTEL Elite Certification for “Accelerated Applied Artificial Intelligence” in November 2024
  • Bansal, S., Tyagi, A., & Goel, R. K. (2025). A Deep Survey of Intelligent Systems for Sign Language Recognition System. In Role of Nature-Inspired Algorithms in Real-life Problems (pp. 1-22). Singapore: Springer Nature Singapore.
  • Sharma, C., Gupta, G., & Tyagi, A. Unleashing the Potential of IoT: Innovations, Challenges, and Opportunities for a Smart and Sustainable Future. Computational Techniques in Environmental Engineering, 205-221.
  • Tyagi, A., Sandhya, “Hybrid FAST-SIFT-CNN (HFSC) approach for Vision-Based Indian Sign Language Recognition”. International Journal of Computing and Digital System, 2021, vol 11, pp. 1217-1227. [Scopus]
  • Tyagi, A., Sandhya, “Hybrid FiST_CNN approach for feature extraction for vision-based indian sign language recognition”. Int. Arab J. Inf. Technol., 2022, 19(3), 403-411. [Scopus][SCI]
  • Tyagi, A., & Bansal, S.,“Recognition of Indian Sign Language using Hand geometry and Neural Network”. In 2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS), (2022, November), (pp. 817-822). IEEE.[Scopus]
  • Tyagi, A., Sandhya, “Feature Extraction Technique for Vision-Based Indian Sign Language Recognition System: A Review”. Computational Methods and Data Engineering. Advances in Intelligent Systems and Computing, 2021, vol 1227, pp. 39-53, Springer, Singapore. [Scopus]
  • Tyagi, Sandhya and A. Kashyap, “Comparative Analysis of Feature Detection and Extraction Techniques for Vision-based ISLR system”. 2020 Sixth International Conference on Parallel, Distributed and Grid Computing (PDGC), 2020, pp. 515-520. [Scopus]
  • Tyagi, A., Sandhya, “Sign Language Recognition Using Hand Mark Analysis for Vision-Based System (HMASL)”. Emergent Converging Technologies and Biomedical Systems . Lecture Notes in Electrical Engineering, 2022, vol 841, pp. 431-445, Springer, Singapore. [Scopus]
  • Tyagi, A., & Bansal, S.,“Recognition of Indian Sign Language using Hand geometry and Neural Network”. In 2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS), (2022, November), (pp. 817-822). IEEE.[Scopus]
  • Tyagi A, Bansal S.,“Hand Anatomy and Neural Network Based Recognition of Isolated and Real-Life Words of Indian Sign Language”. InProceedings of International Conference on Intelligent Vision and Computing (ICIVC 2022) Volume 1 2023 May 1 (pp. 204-219). [Scopus]
  • Sharma, R., Tyagi, A., Sahithi, B. G., Diya, G., & Reddy, J. A. V. (2024, November). Image Inpainting Using Deep Learning Architectures: PConv and GAN. In 2024 First International Conference for Women in Computing (InCoWoCo) (pp. 1-6). IEEE.[Scopus]

202541025175 A: REAL-TIME SIGN LANGUAGE GESTURE RECOGNITION FOR WOMEN’S SAFETY USING DYNAMIC TIME WARPING AND VOTING ALGORITHMS

Nil

CSI

Nil

Nil

  • Automatika
  • Expert System with Application
  • IET Computer Vision
  • IET Image Processing
  • Internation Journal of Computing and Digital System(IJCDS)
  • Journal of experimental & theoretical artificial intelligence
  • Maǧalaẗǧamʼaẗ al-malīk Saud : ùlm al-ḥasibwa al-maʼlumat
  • PeerJ
  • Pattern Analysis and Application.

Nil

  • Attended HAHTIUS-2024 at IIT Hyderabad December 2024.
  • “Prompt Design in Vertex AI Skill Badge” in July 2024.
  • “Scopus Academy: Basic Search Module” in June 2024.
  • “Python Data Structure” by Coursera in April 2023.
  • “Emotion AI: Facial key-point detection” By Coursera in Feb 2022.
  • “Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization” By Coursera in October 2022.
  • “Introduction to Data Science in Python” By Coursera in May 2021.
  • “Applied Plotting, Charting & Data Representation in Python” By Coursera in July 2021.
  • “Using Python to Interact with the Operating System” By Google in September 2021.
  • “Python Package Development” By Udemy in September 2021.
  • “Analyzing Video with OpenCV and NumPy” By Coursera in September 2021.
  • “Using Python to Access Web Data” by University of Michigan in October 2021.
  • “Hand Gesture Recognition using Tensorflow and keras” by Coursera in October 2021.
  • “COVID19 Data Analysis Using Python” By Coursera in October 2021.
  • “Neural Networks and Deep Learning” By DeepLearning.AI in Nov 2021.
  • Online Research Methodolgy Workshop,REST Society for Research International(RSRI), 18/04/2020 to 20/04/2020
  • Multi Criteria Decision Making, REST Society for Research International(RSRI), 23/04/2020 to 25/04/2020
  • Basic Online Research Methodolgy Workshop, REST Society for Research International(RSRI), 28/04/2020 to 30/04/2020
  • R Programming, MMICT&BM, MMDU in association with Spoken Tutorial, IIT, Bombay, 27/04/2020 to 01/05/2020
  • Basic Optimization Technology Workshop, REST Society for Research International(RSRI),04/05/2020 to 06/05/2020
  • MS Excel Analytics, Narappa Reddy. H., Founder, Edu-Skill Harvest Institute, 8/5/2020
  • Advanced Research Methodology, REST Society for Research International(RSRI), 11/05/2020 to 15/05/2020
  • Strategies for Searching IEEE Xplore, IQAC CELL,MMDU & M.M. Institute of Computer Technology & Business Management (MCA), 11/5/2020
  • ATAL FDP on Cyber Security Vulnerabilities & Safeguards, AICTE, NITTTR Chandigarh, 14/05/2020 to 18/05/2020
  • NACC Assessment & Accreditation Process for Health Science Colleges, NAAC, 20/5/2020
  • STTP on Multi Criteria Decision Making, REST Society for Research International(RSRI),15/06/2020 to 20/06/2020
  • Concrete properties testing methodology and its comparative significance, The Ramco Cements Limited,
  • STTP on Data Analysis in MATLAB, REST Society for Research International(RSRI), 17/08/2020 to 22/08/2020

Nil

  • B.Tech with Minor degree Coordinator
  • Major Project Coordinator