Dr. Nitin Kumar
Assistant Professor
Dept. of Computer Science & Engineering
The National Institute of Technology Uttarakhand
India
Biography
I worked in the area of Face Recognition during my PhD Thesis. We suggested several models for carrying out face recognition in small sample size (SSS) scenario. Discriminant analysis is employed for feature extraction and tackling SSS problem. The title of my PhD Thesis was Discriminant Analysis Based Face Recognition. Currently, I am working in the area of Face Recognition and Salient Object Detection
Research Interest
Research Interests Pattern Recognition, Image Processing, Visual Attention Modeling, Machine Learning
Publications
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Kumar N, Singh M (2016) A Two Stage Approach to Detect Salient Objects in Noisy Images. International Journal of Information Processing 10 : 1-9.
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Kumar N, Agrawal RK(2016) Incremental and Decremental Non-parametric Discriminant Analysis for Face Recognition. Computing and Informatics 35: 1231-1248,
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Kumar N, Agrawal RK (2016)Two-dimensional exponential discriminant analysis for small sample size in face recognition. International Journal of Artificial Intelligence and Soft Computing 5: 194-208.
