Journal ArticleDOI
Pattern Recognition and Machine Learning
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TLDR
This book covers a broad range of topics for regular factorial designs and presents all of the material in very mathematical fashion and will surely become an invaluable resource for researchers and graduate students doing research in the design of factorial experiments.Abstract:
(2007). Pattern Recognition and Machine Learning. Technometrics: Vol. 49, No. 3, pp. 366-366.read more
Citations
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Journal ArticleDOI
Image Quality Assessment Using Multi-Method Fusion
TL;DR: The proposed MMF method using support vector regression is shown to outperform a large number of existing IQA methods by a significant margin when being tested in six representative databases.
Journal ArticleDOI
Deep Convolutional Highway Unit Network for SAR Target Classification With Limited Labeled Training Data
TL;DR: Experimental results on the moving and stationary target acquisition and recognition data set indicate that the branched ensemble model based on the unit architecture can achieve 99% classification accuracy with all training data.
Proceedings ArticleDOI
Reconfigurable models for scene recognition
TL;DR: A new latent variable model for scene recognition that represents a scene as a collection of region models arranged in a reconfigurable pattern and uses a latent variable to specify which region model is assigned to each image region.
Proceedings ArticleDOI
Deep Multimodal Clustering for Unsupervised Audiovisual Learning
Di Hu,Feiping Nie,Xuelong Li +2 more
TL;DR: Deep Multimodal Clustering (DMC) as discussed by the authors performs sets of clustering with multimodal vectors of convolutional maps in different shared spaces for capturing multiple audiovisual correspondences.
Proceedings ArticleDOI
3D Pictorial Structures for Multiple View Articulated Pose Estimation
TL;DR: It is shown that it is possible and tractable to extend the pictorial structures framework, popular for 2D pose estimation, to 3D, and how to use this framework to impose view, skeleton, joint angle and intersection constraints in 3D is discussed.