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Slide 1 Project title SCALABLE CONSTRAINED SPECTRAL CLUSTERING ABSTRACT: Constrained spectral clustering (CSC) algorithms have shown great promise in significantly improving…

Constrained Clustering via Spectral Regularization Zhenguo Li1,2, Jianzhuang Liu1,2, and Xiaoou Tang1,2 1Dept. of Information Engineering, The Chinese University of Hong…

Spectral-Spatial Constrained Nonnegative Matrix Factorization for Spectral Mixture Analysis of Hyperspectral Images6766 IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS

1 Non-linear fully-constrained spectral unmixing. Rob Heylen, D evdet Burazerović, Paul Scheundersẑ IBBT-Visionlab, University of Antwerp, Belgium IGARSS 2011 July 25-29,…

Constrained Clustering via Spectral Regularization Zhenguo Li12 Jianzhuang Liu12 and Xiaoou Tang12 1Dept of Information Engineering The Chinese University of Hong Kong Hong…

Fast Gaussian Pairwise Constrained Spectral Clustering? David Chatel1, Pascal Denis1, and Marc Tommasi2,1 1 INRIA Lille 2 Lille University Abstract. We consider the problem…

Spectral Shape Decomposition by Using a Constrained NMF Algorithm Foteini Fotopoulou and Emmanouil Z. Psarakis Department of Computer Engineering & Informatics, University…

Remote Sens. 2015, 7, 5980-6004; doi:10.3390/rs70505980 remote sensing ISSN 2072-4292 www.mdpi.com/journal/remotesensing Article Image Segmentation Based on Constrained Spectral…

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING VOL 39 NO 3 MARCH 2001 529 Fully Constrained Least Squares Linear Spectral Mixture Analysis Method for Material Quantification…

Constrained Clustering by Spectral Kernel Learning Zhenguo Li1,2 and Jianzhuang Liu1,2 1Dept. of Information Engineering, The Chinese University of Hong Kong, Hong Kong 2Multimedia…

GPU Implementation of Fully Constrained Linear Spectral Unmixing for Remotely Sensed Hyperspectral Data Exploitation Sergio Sáncheza Gabriel Mart́ına Antonio Plazaa and…

Noname manuscript No. will be inserted by the editor On Constrained Spectral Clustering and Its Applications Xiang Wang · Buyue Qian · Ian Davidson Received: date Accepted:…

1 An algorithm for constrained one-step inversion of spectral CT data Rina Foygel Barber Emil Y Sidky Taly Gilat Schmidt and Xiaochuan Pan Abstract We develop a primal-dual…

Constrained Clustering by Spectral Kernel Learning Zhenguo Li1,2 and Jianzhuang Liu1,2 1Dept. of Information Engineering, The Chinese University of Hong Kong, Hong Kong 2Multimedia…

Simple and Scalable Constrained Clustering: A Generalized Spectral Method Mihai Cucuringu U. of California Los Angeles [email protected] Ioannis Koutis U. of Puerto Rico…

SPECTRAL STOCHASTIC FINITE-ELEMENT METHODS FOR PARAMETRIC CONSTRAINED OPTIMIZATION PROBLEMS MIHAI ANITESCU∗ Preprint ANLMCS-P1379-1006 Abstract. We present a method to…

1. Minimum endmember-wise DistanceConstrained NMF for SMA of Hyperspectral H perspectral ImagesShaohui Mei & Mingyi HeCenter for Earth ObservationC t f E th Ob tiSchool…

A Global Constrained Optimization Method for Designing Road Networks with Small Diameters∗ Teng Ma1 and Yuexian Hou1 and Xiaozhao Zhao1 and Dawei Song1,2 1Tianjin Key Laboratory…

Semi-Supervised Maximum Margin Clustering with Pairwise Constraints Hong Zeng Member IEEE and Yiu-Ming Cheung Senior Member IEEE Abstract—The pairwise constraints specifying…

3D Human Posture Segmentation by Constrained Spectral Clustering Jun Chenga,b, Maoying Qiaoa,b, Wei Bianc, Dacheng Taoc aShenzhen Institutes of Advanced Technology, Chinese…