AIMC Topic: Pattern Recognition, Automated

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Face-from-Depth for Head Pose Estimation on Depth Images.

IEEE transactions on pattern analysis and machine intelligence Dec 7, 2018
Depth cameras allow to set up reliable solutions for people monitoring and behavior understanding, especially when unstable or poor illumination conditions make unusable common RGB sensors. Therefore, we propose a complete framework for the estimatio...
Female Male Imaging, Three-Dimensional Neural Networks, Computer Algorithms Databases, Factual Pattern Recognition, Automated Head Shoulder Posture Automated Facial Recognition Face Humans
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Unsupervised Two-Path Neural Network for Cell Event Detection and Classification Using Spatiotemporal Patterns.

IEEE transactions on medical imaging Dec 7, 2018
Automatic event detection in cell videos is essential for monitoring cell populations in biomedicine. Deep learning methods have advantages over traditional approaches for cell event detection due to their ability to capture more discriminative featu...
Neural Networks, Computer Cells, Cultured Microscopy Image Processing, Computer-Assisted Molecular Imaging Animals Unsupervised Machine Learning Video Recording Cattle Cytological Techniques Pattern Recognition, Automated Aorta
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Deep convolutional networks do not classify based on global object shape.

PLoS computational biology Dec 7, 2018
Deep convolutional networks (DCNNs) are achieving previously unseen performance in object classification, raising questions about whether DCNNs operate similarly to human vision. In biological vision, shape is arguably the most important cue for reco...
Animals Deep Learning Computational Biology Humans Neural Networks, Computer Form Perception Pattern Recognition, Automated Photic Stimulation Pattern Recognition, Visual
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A Preliminary Study of Clinical Concept Detection Using Syntactic Relations.

AMIA ... Annual Symposium proceedings. AMIA Symposium Dec 5, 2018
Concept detection is an integral step in natural language processing (NLP) applications in the clinical domain. Clinical concepts are detailed (e.g., "pain in left/right upper/lower arm/leg") and expressed in diverse phrase types (e.g., noun, verb, a...
Pattern Recognition, Automated Humans Unified Medical Language System Electronic Health Records Algorithms Natural Language Processing Semantics
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Discrimination of "hot potato voice" caused by upper airway obstruction utilizing a support vector machine.

The Laryngoscope Nov 28, 2018
OBJECTIVES/HYPOTHESIS: "Hot potato voice" (HPV) is a thick, muffled voice caused by pharyngeal or laryngeal diseases characterized by severe upper airway obstruction, including acute epiglottitis and peritonsillitis. To develop a method for determini...
Phonation Voice Quality Airway Obstruction Pattern Recognition, Automated Voice Humans Voice Disorders Signal Processing, Computer-Assisted Support Vector Machine Sound Spectrography
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A Semantic-Based Gas Source Localization with a Mobile Robot Combining Vision and Chemical Sensing.

Sensors (Basel, Switzerland) Nov 28, 2018
This paper addresses the localization of a gas emission source within a real-world human environment with a mobile robot. Our approach is based on an efficient and coherent system that fuses different sensor modalities (i.e., vision and chemical sens...
Artificial Intelligence Machine Learning Pattern Recognition, Automated Algorithms Robotics Bayes Theorem
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Artificial Intelligence Based Skin Classification Using GMM.

Journal of medical systems Nov 20, 2018
This study describes the usage of neural community based on the texture evaluation of pores and skin a variety of similarities in their signs, inclusive of Measles (rubella), German measles (rubella), and Chickenpox etc. In fashionable, these illness...
Humans Neural Networks, Computer Artificial Intelligence Skin Diseases Dermoscopy Pattern Recognition, Automated Image Processing, Computer-Assisted Wavelet Analysis Skin
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Deep Semantic Segmentation of Kidney and Space-Occupying Lesion Area Based on SCNN and ResNet Models Combined with SIFT-Flow Algorithm.

Journal of medical systems Nov 19, 2018
Renal segmentation is one of the most fundamental and challenging task in computer aided diagnosis systems. In order to overcome the shortcomings of automatic kidney segmentation based on deep network for abdominal CT images, a two-stage semantic seg...
Kidney Pattern Recognition, Automated Humans Neural Networks, Computer Machine Learning Tomography, X-Ray Computed Diagnosis, Computer-Assisted Image Processing, Computer-Assisted
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Image Processing-Based Recognition of Wall Defects Using Machine Learning Approaches and Steerable Filters.

Computational intelligence and neuroscience Nov 15, 2018
Detection of defects including cracks and spalls on wall surface in high-rise buildings is a crucial task of buildings' maintenance. If left undetected and untreated, these defects can significantly affect the structural integrity and the aesthetic a...
Pattern Recognition, Automated Humans Support Vector Machine Machine Learning Least-Squares Analysis Algorithms Image Interpretation, Computer-Assisted Image Processing, Computer-Assisted
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An unsupervised and customizable misspelling generator for mining noisy health-related text sources.

Journal of biomedical informatics Nov 13, 2018
BACKGROUND: Data collection and extraction from noisy text sources such as social media typically rely on keyword-based searching/listening. However, health-related terms are often misspelled in such noisy text sources due to their complex morphology...
Pattern Recognition, Automated Fuzzy Logic Social Media Natural Language Processing Data Mining Data Collection Medical Informatics Algorithms Electronic Health Records Reproducibility of Results
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