Birla Institute of Technology, Mesra
   
Dr. Akriti Nigam
Assistant Professor, Computer Science and Engg
Ph.D. in IT (IIIT Allahabad, 2017), M.Tech. in IT (Human Computer Interaction) (IIIT Allahabad, 2011), B.Tech. in IT (UP Technical University, 2009)
Contact Address
Permanent Address K-44, Shyamali Colony, Doranda, Ranchi
Local Address K-44, Shyamali Colony, Doranda, Ranchi
Phone (Office) 07070161838
Phone Residence 07070161838
Email Id akriti@bitmesra.ac.in
Joined Institute on : 15-Apr-2015
  Work Experience
 
Teaching : 6 Years

Research : 10 Years

  Professional Background

Dr. Akriti Nigam obtained her B. Tech degree in Information Technology in 2009 after which she did her Post Graduation from Indian Institute of Information Technology, Allahabad (now Prayagraj) and received her M.Tech degree in Human-Computer Interaction, a specialization of Information Technology in the year 2011. She then completed her Doctoral Research in the field of Image processing and obtained PhD degree from Indian Institute of Information Technology, Allahabad in the year 2017.

Dr. Akriti Nigam joined as Assistant Professor in Computer Science & Engineering department of Birla Institute of Technology, Mesra, Ranchi in April 2015. She has been taking theory and lab courses on Image processing, Computer Graphics, Information Theory & Coding, MATLAB Programming, C Programming, Data Compression & Data Hiding, Cryptography etc. She has been continuously guiding graduate and postgraduate project students and has currently 4 doctoral research students under her supervision.

Her current research areas include Image Processing, Machine Learning, Applications of Image Processing in the fields of Additive manufacturing, Neuroimaging.

Apart from academic duties, Dr. Akriti Nigam has been constantly involved in various administrative responsibilities as well at BIT. She was a member of Board of Governors for the year 2018- 2019. She is currently a member of the Internal Quality Assurance Cell and member of NAAC Core Team.

RESEARCH SCHOLARS
Ongoing-

  1. Rashmi Kumari (PHD/CS/10064/17)- "Early prediction of Alzheimer’s disease using Machine Learning techniques".
  2. Deepika Patil (PHD/CS/10007/2018)- "Application of Image Processing in the field of Additive Manufacturing"
  3. Nisheeth Saxena (PHD/CS/10005/20)- “Quantum Cryptography
  4. Kanak Ohdar (PHD/CS/10011/21)

 

 

  Research Areas
 
  • Image Processing
  • Medical Imaging
  • Pattern Recognition
  • Image retrieval
  • Machine Learning
  • Audio & Speech Processing
  Award and Honours
 
  • Awarded National Internet Exchange Fellowship for 2014- 2015
  • Qualified GATE 2009 with 97 percentile.
  • Qualified GATE 2010 with 94 percentile.
   Publications
 
  1. Nigam, A., Garg, A. and, Tripathi, R.C. (2011), "Content Based Trademark Retrieval by Integrating Shape with Color and Texture Information", International Journal of Computer Applications, Vol. 22, pp 40-45. 

  1. Nigam, A., Garg, A. and, Tripathi, R.C. (2012), "A Survey on Approaches for developing Content Based Trademark Retrieval System", National Conference on Emerging Trends in Intelligent Computing & Communication, Galgotias College of Engineering & Technology. 

  1. Nigam, A., Yadav, R., Tripathi, R.C. (2013), "Image Retrieval System for Composite Image Using Directional Chain Codes", International Journal of Advanced Science and Technology, Vol. 58, pp 51-64. 

  1. Nigam, A., Indoria, A., Tripathi, R.C. (2013), "Fuzzy Clustering of Image Trademark Database and Pre processing using Adaptive Filters and Karhunen Loeve Transform", International Journal of Image and Graphics, Vol. 13, Pages 15. [Non paid SCOPUS]

  1. Akriti Nigam, Ajay Indoria, R. C. Tripathi, “Fuzzy Clustering of Image Trademark Database and Pre processing using Adaptive Filters and Karhunen Loeve Transform”, Second International Conference On Intelligent Interactive Technologies And Multimedia, Springer,  pp297-305. 

  1. Nigam, A., Singh, P., Tripathi, R.C. (2013), "Robust Offline Signature Identification and Verification System using Directional Chain Codes", International Conference on Computing Sciences, Lovely Professional University, Jalandhar. 

  1. Nigam, A. and Tripathi, R.C (2016), "Trademark Image Retrieval Using Weighted Combination of SIFT and HSV Correlogram", International Journal of Computer Applications in Technology Vol. 54, No. 1, pp 61-67. [Non paid SCOPUS]

  1. Nigam, A., Tripathi, R.C., (2016) “Novel system for retrieval of Composite Trademarks using Multi feature voting”, 15th International Conference on Information Technology, IIIT Bhubaneshwar, pp 254- 259. 

  1. Srivastava, S., Nigam, A., Kumari, R., (2017) “Towards efficient and Scalable big data analytics: Mapreduce vs. RDD’s” In IEEE Proceedings of 16th International Conference on Information Technology, IIIT Bhubaneshwar, DOI: 10.1109/ICIT.2017.54, pp 272- 275. 

  1. Nigam, A., Singh, P., Singh, V.K., Tripathi, R.C., (2018), “A Multiple Feature Based Offline Handwritten Signature Verification System”, International Journal of Computer Applications in Technology, Vol 59, Issue 3, pp 214- 223. doi: 10.1504/IJCAT.2019.098602 [Non paid SCOPUS]

  1. Aishwarya Jaiswal, Sneha Varma, Ayesha Mundu, Akriti Nigam, (2018), “Decoding Brain Signals Using DWT and MFCC” International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering-(ICRIEECE-2018) during 27- 28 July 2018, Bhubaneswar, India, In Press.

  2. Nigam, A., Singh, V. K., (2020), "Efficient Retrieval of Trademark Images from Large Database", International Journal of Intellectual Property Management, In Press. [Non paid SCOPUS]

  3. Gupta, A., Nigam, A., (2020), “Development of general mathematical model for calculation of solar radiation on moving surfaces”, Vigyan Garima Sindhu (CSTT, MHRD), Vol. 112, Jan 2020, pp. 78-86, ISSN: 2320-7736.

  4. Kumari, R., Nigam, A. & Pushkar, S. (2020) Machine learning technique for early detection of Alzheimer’s disease. Microsyst Technol. https://doi.org/10.1007/s00542-020-04888-5 [SCI, Q2 impact factor 1.73]

  5. Indoria, A. K., Singhal, V., Nigam, A., (2020), Multi oriented Trademark image text detection using Deep Learning, In proceedings of The International Conference on Intelligent Control and Computation for Smart Energy and Mechatronics Systems, In Press.

  6. Patil, D., Nigam, A., Mohapatra, S., (2020), "Automation of geometric feature computation through image processing approach for single-layer laser deposition process", International Journal of Computer Integrated Manufacturing10.1080/0951192X.2020.1815843 [SCIE, Q1 impact factor 3.2]

  7. Nigam, A., Gupta, A., Singh, Singh R. K., (2020), "Novel image analysis based method for residence time distribution analysis in steel making tundish", Transactions of the Indian Institute of Metals, Vol 74, Issue 2, pages 243- 254  10.1007/s12666-020-02142-0 [SCIE, Q2 impact factor 1.2]

  8. Patil, D., Nigam, A., Mohapatra, S., (2020), "Investigation to identify most appropriate edge detection technique on a layer of deposition process", International Conference on Nano-electronics, Circuits & Communication Systems (NCCS-2020).

  9. Kumari, R., Nigam, A., & Pushkar, S. (2021) “Classification of MRI images for detecting Alzheimer’s disease using Convolutional Neural Network”, Soft Computing, Optimization Theory and Applications (SCOTA 2021). Springer- Scopus International Conference.

  10. Kumari, R., Nigam, A., Pushkar, S., "Multimodality based Diagnosis of Alzheimer’s disease using machine learning technique on volumetric and cognitive assessments", Microsystem Technologies. Accepted for publication. [SCI]

  11. Patil, D., Nigam, A., Mohapatra, S., (2021), "Image processing approach to automate feature measuring and process parameter optimizing of laser additive manufacturing process", Journal of Manufacturing Processes, Elsevier, Vol 69, pp 630-647. [SCIE, Q1 impact factor 5.010]

 

  Member of Professional Bodies
 

Life Member of Computer Society of India (Membership No. 2010000713)

Life Member of Indian Science Congress (Membership No. L39073)

  Current Sponsored Projects
 

"Automated Parameterization of deposition geometry obtained using additive manufacturing", BIT SMS, 2 lakhs

 

 

  Fellow
 
  Member, Editorial Board
 

Member of Board of Governors, BIT, Mesra 2018-2019.

Member of Internal Quality Assurance Cell, BIT, Mesra, 2019-2020

Member of NAAC Core Team, BIT, Mesra since 2019