Kernel sparse representation based model for skin lesions segmentation and classification
Sign Up to like & getrecommendations! Published in 2019 at "Computer methods and programs in biomedicine"
DOI: 10.1016/j.cmpb.2019.105038
Abstract: BACKGROUND AND OBJECTIVES Melanoma is a dangerous kind of skin disease with a high death rate, and its prevalence has increased rapidly in recent years. Diagnosis of melanoma in a primary phase can be helpful… read more here.
Keywords: sparse representation; kernel sparse; segmentation classification;
Multi-View Kernel Sparse Representation for Identification of Membrane Protein Types
Sign Up to like & getrecommendations! Published in 2022 at "IEEE/ACM Transactions on Computational Biology and Bioinformatics"
DOI: 10.1109/tcbb.2022.3191325
Abstract: Membrane proteins are the main undertaker of biomembrane functions and play a vital role in many biological activities of organisms. Prediction of membrane protein types has a great help in determining the function of proteins… read more here.
Keywords: membrane; protein types; membrane protein; kernel sparse ... See more keywords
Multiple Feature Kernel Sparse Representation Classifier for Hyperspectral Imagery
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2018.2814781
Abstract: Multiple types of features, e.g., spectral, filtering, texture, and shape features, are helpful for hyperspectral image (HSI) classification tasks. Combining multiple features can describe the characteristics of pixels from different perspectives, and always results in… read more here.
Keywords: sparse representation; kernel sparse; feature; representation ... See more keywords