[图书][B] Affinity propagation: clustering data by passing messages
D Dueck - 2009 - collectionscanada.gc.ca
AFFINITY PROPAGATION: CLUSTERING DATA BY PASSING MESSAGES by Delbert Dueck A
thesis submitted in conformity with the requirement Page 1 AFFINITY PROPAGATION …
thesis submitted in conformity with the requirement Page 1 AFFINITY PROPAGATION …
Adjustable preference affinity propagation clustering
P Li, H Ji, B Wang, Z Huang, H Li - Pattern Recognition Letters, 2017 - Elsevier
Abstract A new Affinity Propagation (AP) algorithm, Adjustable Preference Affinity
Propagation (APAP) algorithm, is proposed in this work. The distinguishing features of APAP …
Propagation (APAP) algorithm, is proposed in this work. The distinguishing features of APAP …
Initializing k-means clustering using affinity propagation
Y Zhu, J Yu, C Jia - 2009 Ninth International Conference on …, 2009 - ieeexplore.ieee.org
K-means clustering is widely used due to its fast convergence, but it is sensitive to the initial
condition. Therefore, many methods of initializing K-means clustering have been proposed …
condition. Therefore, many methods of initializing K-means clustering have been proposed …
Effects of BOW model with affinity propagation and spatial pyramid matching on polarimetric SAR image classification
X Li, L Zhang, L Wang, X Wan - IEEE Journal of Selected …, 2017 - ieeexplore.ieee.org
The bag of visual words (BOW) model has attracted a great deal of attention in high-
resolution remote sensing image classification. Related studies based on polarimetric …
resolution remote sensing image classification. Related studies based on polarimetric …
Combining affinity propagation with supervised dictionary learning for image classification
Recently support vector machines (SVM) using spatial pyramid matching (SPM) kernel have
been highly successful in image classification applications. And linear spatial pyramid …
been highly successful in image classification applications. And linear spatial pyramid …
Affinity propagation feature clustering with application to vehicle detection and tracking in road traffic surveillance
J Yang, Y Wang, A Sowmya, B Zhang… - 2010 7th IEEE …, 2010 - ieeexplore.ieee.org
In this paper, we investigate the applicability of the newlyproposed data clustering method,
affinity propagation, infeature points clustering and the task of vehicle detectionand tracking …
affinity propagation, infeature points clustering and the task of vehicle detectionand tracking …
Speed up spatial pyramid matching using sparse coding with affinity propagation algorithm
R Hu, P Guo - … 18th International Conference, ICONIP 2011, Shanghai …, 2011 - Springer
Recently support vector machines (SVMs) combining spatial pyramid matching (SPM) kernel
have been highly successful in image annotation. And linear spatial pyramid matching using …
have been highly successful in image annotation. And linear spatial pyramid matching using …
[图书][B] Neural Information Processing: 18th International Conference, ICONIP 2011, Shanghai, China, November 13-17, 2011, Proceedings
The three volume set LNCS 7062, LNCS 7063, and LNCS 7064 constitutes the proceedings
of the 18th International Conference on Neural Information Processing, ICONIP 2011, held …
of the 18th International Conference on Neural Information Processing, ICONIP 2011, held …
Vehicle detection and tracking in road traffic surveillance
J Yang - 2012 - unsworks.unsw.edu.au
With the increasing availability of camera sensors, vision-based object detection and
tracking techniques have exhibited unprecedented advantages and broader capabilities …
tracking techniques have exhibited unprecedented advantages and broader capabilities …
Visual information of endpoint position is not required for prism adaptation of shooting task
T Ishikawa, Y Sakaguchi - … , ICONIP 2011, Shanghai, China, November 13 …, 2011 - Springer
Humans can easily adapt to a visually distorted environment: We can make correct
movements after a few dozens of actions with visual guidance in the new environment …
movements after a few dozens of actions with visual guidance in the new environment …