Nitin Tyagi

Machine Vision Lab, IIT Roorkee

Resume
 
Qualifications
 
Publications
 
Research
 
About



NITIN TYAGI
Ph.D Scholar
Dept. of computer Science and Engineering
IIT Roorkee, Uttarakhand, India
Email- nitin_t@cs.iitr.ac.in
Mob- +919582433934

About

I am Mr. Nitin Tyagi, working as Ph.D. scholar under the supervision of Prof. R. Balasubramanian at Machine vision Lab, Department of Computer Science and Engineering, Indian Institute of Technology Roorkee,Uttarakhand, India. My research interest includes Unsupervised Image Captioning, Image Segmentation, Machine Learning, Deep Learning.

Research Interest

  1. Unsupervised Image Captioning
  2. Image Segmentation
  3. Machine Learning
  4. Deep Learning
## Publications
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Sachin Tyagi, V.S. Pandey, Himanshu B. Baskey, Nitin Tyagi, Avesh Garg, Shivanshu Goel, Trilok Chand Shami, RADAR absorption study of BaFe12O19/ZnFe2O4/CNTs nanocomposite, Journal of Alloys and Compounds, 731 584-590 (2018) [Q1, Published]

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Tyagi, N., Raman, B., Garg, N.M. (2023). Varietal Classification of Wheat Seeds Using Hyperspectral Imaging Technique and Machine Learning Models. In: Gupta, D., Bhurchandi, K., Murala, S., Raman, B., Kumar, S. (eds) Computer Vision and Image Processing. CVIP 2022. Communications in Computer and Information Science, vol 1777. Springer, Cham. https://doi.org/10.1007/978-3-031-31417-9_20 [Published]

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Nitin Tyagi, Yash khandelwal, Pratham Goyal, Yash Asati, Balasubramanian Raman, Indra Gupta, and Neera Garg, FusedNet Model for Varietal Classification of Rice Seeds, Accepted for publication in "International Conference on Agriculture Centric Computation (ICA 2023)", May 11-13,2023, IIT Ropar, Punjab, India.[Accepted][Best Paper Award]

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Nitin Tyagi, Balasubramanian Raman, Neera Garg, Classification of Hard and Soft Wheat Species using Hyperspectral Imaging and Machine Learning Models. Acceepted for the publication in the "30th International Conference on Neural Information Processing (ICONIP2023)" will be held in Changsha, China, November 20-23, 2023.[Accepted]

Course/class Year of Passing University/School
Ph.D(CSE) 2019(Pursuing) IIT Roorkee, Uttarakhand
M.Tech 2014 Thapar University,Patiala,Punjab
MCA 2009 Kurukshetra University, Haryana
B.Sc(Chemistry) 2004 A.R.S.D College,Delhi University

Award and Fellowship

  1. Awarded MHRD fellowship for pursuing Ph.D at IIT Roorkee
  2. Qualified GATE 2012
  3. Awarded GATE fellowship during M.Tech in Computer Science and Engineering Department at Thapar University, Patiala, Punjab

Workshop Attended

  1. Participated in National workshop on LEVERAGING TECHNOLOGIES USING ERP AND OPEN SOURCE TECHNOLOGY organized by Technia Institute of Advanced Studies, Rohini Delhi
  2. Participated in workshop on EMERGING TRENDS IN INFORMATION TECHNOLOGY organized by DIRD college, Delhi

M.Tech Dissertation

Dissertation Topic: “Development and Implementation of Algorithm to Remove Back to Front Interference in Historical Stained Documents”
Name of supervisor: Dr. Rajiv Kumar
                                      Associate Professor,Dept. Of CSE, Thapar University,Patiala Punjab

MCA Dissertation

Dissertation Topic: “Image Segmentation using DBSCAN(Density-based spatial clustering of applications with noise) Algorithm in Java”
Name of Supervisor: Dr. Kanwal Garg

Work Experience

  1. Worked as Assistant Professor in Kalka Institute for Research & Advanced Studies college affiliated from GGSIP University Delhi from 2014 -2017
  2. Worked as Assistant Professor in Kalka Institute for Research & Advanced Studies college affiliated from GGSIP University Delhi from 2011 -2012
  3. Worked as Assistant Professor in Delhi Institute of Rural Development college affiliated from GGSIP University Delhi from 2010-2011
  4. Worked in Research India Publication from 2009-2010
  5. Selected for 6 months Deloitte studentship program

Achievements

  1. Won zonal tournament of volley ball in 1995-96 with first position.
  2. Won inter zonal tournament of volley ball in 1995-96 with first position.
  3. Won zonal tournament of volley ball 1996-97 with first position.
  4. Won inter zonal tournament of volley ball 1996-97 with first position.
  5. Participate in v mini National Volley Ball championship at Barasat stadium (West Bengal) in December 1996
  6. NCC Certificate.