Publications

Ph.D. Thesis

• Exploring Geometrical Structures in Image and Video data for Classification: from Subspaces to Matrix Manifolds. IIT Mandi, India-2020.

Journals:

• Krishan Sharma & Renu Rameshan," Image Set Classification using a Distance-based Kernel over Affine Grassmann Manifold'', accepted for publication in IEEE Transactions on Neural Networks and Learning Systems (TNNLS).

• Shikha Gupta, Krishan Sharma, A.D. Dileep & T. Veena, " Visual Semantic-based Representation Learning using Deep CNNs for Scene Recognition", accepted for publication in ACM Transactions on Multimedia Computing Communications and Applications (T0MM).

• Krishan Sharma & Renu Rameshan, "Distance-based Kernels for Video Tensors on Product of Riemannian Matrix Manifolds'', accepted for publication in Elsevier Journal of Visual Communication and Image Representation.

Conferences:

• Krishan Sharma & Renu Rameshan, “Linearized Kernel Representation Learning for Video Tensors by Exploiting Manifold Geometry for Gesture Recognition." in Proc. of 44th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP-2019), Brighton, UK, May 2019.

• Jyoti Nigam, Krishan Sharma & Renu Rameshan, “Detection-based Online Multi-Target Tracking via Adaptive Subspace Learning", in Proc. of International conference on smart multimedia (ICSM-2018), Toulon, France.

• Krishan Sharma, Shikha Gupta, Dileep A.D, Renu Rameshan, “Scene Image Classification using Reduced Virtual Feature Representation in Sparse Framework”, in Proc. of 43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP-2018), Calgary, Canada.

• Krishan Sharma & Renu Rameshan, “Kernel Block Sparse Representation for Classification”, in Proc. of 4th IAPR Asian Conference on Pattern Recognition (ACPR-2017), Nanjing, China.

• Krishan Sharma & Renu Rameshan, “Dictionary-based Approach to Recognize Facial Expression from Static Images”, WCVA, ICVGIP-2016, Guwahati, India.