← Search

Renu Rameshan

2 accepted papers

2019

Linearized Kernel Representation Learning from Video Tensors by Exploiting Manifold Geometry for Gesture Recognition

ICASSP 2019accepted

A video tensor is an organized multidimensional array of numerical values. In this paper, we explore the underlying manifold geometry of a video tensor by factorizing it using modified higher order singular value decomposition (HOSVD). Each factor (mode matrix) of a video tensor obtained after modif…

Cited by 0SourceScholar
2018

Scene Image Classification Using Reduced Virtual Feature Representation in Sparse Framework

ICASSP 2018accepted

In this paper, we address the task of scene image classification in sparse framework. Recent scene image datasets consist of thousands of different size images with size of the order of 10 <sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">6</sup> pixels.…

Cited by 0SourceScholar