AIMC Topic: Pattern Recognition, Automated

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Multipe/single-view human action recognition via part-induced multitask structural learning.

IEEE transactions on cybernetics Aug 27, 2014
This paper proposes a unified framework for multiple/single-view human action recognition. First, we propose the hierarchical partwise bag-of-words representation which encodes both local and global visual saliency based on the body structure cue. Th...
Pattern Recognition, Automated Human Activities Artificial Intelligence Algorithms Video Recording Humans
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Phase Oscillatory Network and Visual Pattern Recognition.

IEEE transactions on neural networks and learning systems Aug 15, 2014
We explore a properly interconnected set of Kuramoto type oscillators that results in a new associative-memory network configuration, which includes second- and third-order additional terms in the Fourier expansion of the network's coupling. Investig...
Neural Networks, Computer Algorithms Pattern Recognition, Automated Electronic Data Processing Memory Fourier Analysis Reproducibility of Results Color Information Storage and Retrieval
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Four-class classification of skin lesions with task decomposition strategy.

IEEE transactions on bio-medical engineering Aug 15, 2014
This paper proposes a new computer-aided method for the skin lesion classification applicable to both melanocytic skin lesions (MSLs) and nonmelanocytic skin lesions (NoMSLs). The computer-aided skin lesion classification has drawn attention as an ai...
Skin Neoplasms Sensitivity and Specificity Humans Dermoscopy Colorimetry Artificial Intelligence Pattern Recognition, Automated Reproducibility of Results Image Interpretation, Computer-Assisted Algorithms Image Enhancement
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Simple and efficient method for region of interest value extraction from picture archiving and communication system viewer with optical character recognition software and macro program.

Academic radiology Aug 12, 2014
RATIONALE AND OBJECTIVES: The objectives are: 1) to introduce a simple and efficient method for extracting region of interest (ROI) values from a Picture Archiving and Communication System (PACS) viewer using optical character recognition (OCR) softw...
User-Computer Interface Artificial Intelligence Natural Language Processing Software Data Mining Algorithms Radiology Information Systems Programming Languages Reproducibility of Results Vocabulary, Controlled Image Interpretation, Computer-Assisted Sensitivity and Specificity Pattern Recognition, Automated
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Feature selection in supervised saliency prediction.

IEEE transactions on cybernetics Aug 5, 2014
There is an increasing interest in learning mappings from features to saliency maps based on human fixation data on natural images. These models have achieved better results than most bottom-up (unsupervised) saliency models. However, they usually us...
Subtraction Technique Image Interpretation, Computer-Assisted Pattern Recognition, Automated Image Enhancement Reproducibility of Results Sensitivity and Specificity Machine Learning Algorithms
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3-D model-based tracking for UAV indoor localization.

IEEE transactions on cybernetics Jul 31, 2014
This paper proposes a novel model-based tracking approach for 3-D localization. One main difficulty of standard model-based approach lies in the presence of low-level ambiguities between different edges. In this paper, given a 3-D model of the edges ...
Algorithms Computer Simulation Aircraft Image Interpretation, Computer-Assisted Pattern Recognition, Automated Subtraction Technique Imaging, Three-Dimensional Models, Statistical Robotics
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Detection of temporal lobe epilepsy using support vector machines in multi-parametric quantitative MR imaging.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jul 21, 2014
The detection of MRI abnormalities that can be associated to seizures in the study of temporal lobe epilepsy (TLE) is a challenging task. In many cases, patients with a record of epileptic activity do not present any discernible MRI findings. In this...
Algorithms Female Reproducibility of Results Male Support Vector Machine Adult Sensitivity and Specificity Humans Machine Learning Image Enhancement Epilepsy, Temporal Lobe Multimodal Imaging Diffusion Tensor Imaging Image Interpretation, Computer-Assisted Pattern Recognition, Automated
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Learning to track multiple targets.

IEEE transactions on neural networks and learning systems Jul 14, 2014
Monocular multiple-object tracking is a fundamental yet under-addressed computer vision problem. In this paper, we propose a novel learning framework for tracking multiple objects by detection. First, instead of heuristically defining a tracking algo...
Video Recording Pattern Recognition, Automated Learning Photic Stimulation Models, Theoretical Signal Detection, Psychological Humans Markov Chains Neural Networks, Computer Online Systems Algorithms Mental Recall
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Kernel association for classification and prediction: a survey.

IEEE transactions on neural networks and learning systems Jul 10, 2014
Kernel association (KA) in statistical pattern recognition used for classification and prediction have recently emerged in a machine learning and signal processing context. This survey outlines the latest trends and innovations of a kernel framework ...
Pattern Recognition, Automated Algorithms Models, Statistical Signal Processing, Computer-Assisted Humans Artificial Intelligence
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Enhanced needle localization in ultrasound using beam steering and learning-based segmentation.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jul 6, 2014
Segmentation of needles in ultrasound images remains a challenging problem. In this paper, we introduce a machine learning-based method for needle segmentation in 2D beam-steered ultrasound images. We used a statistical boosting approach to train a p...
Pattern Recognition, Automated Image Enhancement Needles Ultrasonography, Interventional Injections Image Interpretation, Computer-Assisted Imaging, Three-Dimensional Nerve Block Chickens Machine Learning Algorithms Reproducibility of Results Swine In Vitro Techniques Humans Sensitivity and Specificity Animals
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