December 11, 2017
Comments Off on Images as Occlusions of Textures A Framework for Segmentation
Posted in: IEEE 2017, MATLAB
Images as Occlusions of Textures: A Framework for Segmentation Abstract: We propose a new mathematical and algorithmic framework for unsupervised image segmentation, which is a critical step in a wide variety of image processing applications. We have found that most existing segmentation methods are not successful on histopathology images, which prompted us to investigate segmentation […]
December 11, 2017
Comments Off on Hyperspectral Image Classification Through Bilayer Graph-Based Learning
Posted in: IEEE 2017, MATLAB
Hyperspectral Image Classification Through Bilayer Graph-Based Learning Abstract: Hyperspectral image classification with limited number of labeled pixels is a challenging task. In this paper, we propose a bilayer graph-based learning framework to address this problem. For graph-based classification, how to establish the neighboring relationship among the pixels from the high dimensional features is the key […]