12 citations · 14 across the 7 of their papers we have counts for
7 papers · 1 filter
Masked-RPCA: Sparse and Low-rank Decomposition Under Overlaying Model and Application to Moving Object Detection
Amirhossein Khalilian-Gourtani, Shervin Minaee, Yao Wang
Foreground detection in a given video sequence is a pivotal step in many computer vision applications such as video surveillance system. Robust Principal Component Analysis (RPCA)…
Multispectral Image Intrinsic Decomposition via Low Rank Constraint
Qian Huang, Weixin Zhu, Yang Zhao +4
Multispectral images contain many clues of surface characteristics of the objects, thus can be widely used in many computer vision tasks, e.g., recolorization and segmentation. How…
Text Extraction From Texture Images Using Masked Signal Decomposition
Shervin Minaee, Yao Wang
Text extraction is an important problem in image processing with applications from optical character recognition to autonomous driving. Most of the traditional text segmentation al…
Screen Content Image Segmentation Using Robust Regression and Sparse Decomposition
Shervin Minaee, Yao Wang
This paper considers how to separate text and/or graphics from smooth background in screen content and mixed document images and proposes two approaches to perform this segmentatio…
Palmprint Recognition Using Deep Scattering Convolutional Network
Shervin Minaee, Yao Wang
Palmprint recognition has drawn a lot of attention during the recent years. Many algorithms have been proposed for palmprint recognition in the past, majority of them being based o…
Iris Recognition Using Scattering Transform and Textural Features
Shervin Minaee, AmirAli Abdolrashidi, Yao Wang
Iris recognition has drawn a lot of attention since the mid-twentieth century. Among all biometric features, iris is known to possess a rich set of features. Different features hav…