AIMC Topic: Pattern Recognition, Automated

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Computer-aided lung nodule recognition by SVM classifier based on combination of random undersampling and SMOTE.

Computational and mathematical methods in medicine Apr 6, 2015
In lung cancer computer-aided detection/diagnosis (CAD) systems, classification of regions of interest (ROI) is often used to detect/diagnose lung nodule accurately. However, problems of unbalanced datasets often have detrimental effects on the perfo...
Pattern Recognition, Automated Reproducibility of Results Solitary Pulmonary Nodule Diagnosis, Computer-Assisted Models, Statistical Lung Neoplasms Imaging, Three-Dimensional Radiographic Image Interpretation, Computer-Assisted Support Vector Machine Cluster Analysis Humans Algorithms Tomography, X-Ray Computed
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DietCam: Multiview Food Recognition Using a Multikernel SVM.

IEEE journal of biomedical and health informatics Apr 2, 2015
Food recognition is a key component in evaluation of everyday food intakes, and its challenge is due to intraclass variation. In this paper, we present an automatic food classification method, DietCam, which specifically addresses the variation of fo...
Image Processing, Computer-Assisted Support Vector Machine Pattern Recognition, Automated Food Databases, Factual
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A support vector machine approach for truncated fingerprint image detection from sweeping fingerprint sensors.

Sensors (Basel, Switzerland) Mar 31, 2015
A sweeping fingerprint sensor converts fingerprints on a row by row basis through image reconstruction techniques. However, a built fingerprint image might appear to be truncated and distorted when the finger was swept across a fingerprint sensor at ...
Artificial Intelligence Biosensing Techniques Support Vector Machine Pattern Recognition, Automated Humans Biometry Dermatoglyphics
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Robust representation and recognition of facial emotions using extreme sparse learning.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society Mar 25, 2015
Recognition of natural emotions from human faces is an interesting topic with a wide range of potential applications, such as human-computer interaction, automated tutoring systems, image and video retrieval, smart environments, and driver warning sy...
Pattern Recognition, Automated Facial Expression Image Enhancement Sensitivity and Specificity Emotions Image Interpretation, Computer-Assisted Photography Facial Recognition Subtraction Technique Humans Machine Learning Algorithms Reproducibility of Results
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Team activity recognition in Association Football using a Bag-of-Words-based method.

Human movement science Mar 25, 2015
In this paper, a new methodology is used to perform team activity recognition and analysis in Association Football. It is based on pattern recognition and machine learning techniques. In particular, a strategy based on the Bag-of-Words (BoW) techniqu...
Humans Neural Networks, Computer Artificial Intelligence Athletic Performance Pattern Recognition, Automated Soccer Algorithms Support Vector Machine Motion
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Understanding user intents in online health forums.

IEEE journal of biomedical and health informatics Mar 24, 2015
Online health forums provide a convenient way for patients to obtain medical information and connect with physicians and peers outside of clinical settings. However, large quantities of unstructured and diversified content generated on these forums m...
Pattern Recognition, Automated Health Information Exchange Support Vector Machine Internet Intention Humans Machine Learning Computational Biology
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Locality-constrained Subcluster Representation Ensemble for lung image classification.

Medical image analysis Mar 24, 2015
In this paper, we propose a new Locality-constrained Subcluster Representation Ensemble (LSRE) model, to classify high-resolution computed tomography (HRCT) images of interstitial lung diseases (ILDs). Medical images normally exhibit large intra-clas...
Humans Machine Learning Algorithms Tomography, X-Ray Computed Sensitivity and Specificity Lung Radiography, Thoracic Radiographic Image Interpretation, Computer-Assisted Radiographic Image Enhancement Lung Diseases, Interstitial Pattern Recognition, Automated
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A linear-RBF multikernel SVM to classify big text corpora.

BioMed research international Mar 23, 2015
Support vector machine (SVM) is a powerful technique for classification. However, SVM is not suitable for classification of large datasets or text corpora, because the training complexity of SVMs is highly dependent on the input size. Recent developm...
Software Algorithms Support Vector Machine Humans Artificial Intelligence Data Mining Pattern Recognition, Automated
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Real-time supervised detection of pink areas in dermoscopic images of melanoma: importance of color shades, texture and location.

Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) Mar 22, 2015
BACKGROUND/PURPOSE: Early detection of malignant melanoma is an important public health challenge. In the USA, dermatologists are seeing more melanomas at an early stage, before classic melanoma features have become apparent. Pink color is a feature ...
Humans Color Algorithms Supervised Machine Learning Melanoma Image Interpretation, Computer-Assisted Skin Neoplasms Sensitivity and Specificity Dermoscopy Computer Systems Reproducibility of Results Colorimetry Pattern Recognition, Automated Skin Pigmentation
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The prediction in computer color matching of dentistry based on GA+BP neural network.

Computational and mathematical methods in medicine Mar 22, 2015
Although the use of computer color matching can reduce the influence of subjective factors by technicians, matching the color of a natural tooth with a ceramic restoration is still one of the most challenging topics in esthetic prosthodontics. Back p...
Prosthodontics Neural Networks, Computer Dentistry Software Prosthesis Coloring Algorithms Reproducibility of Results Humans Pattern Recognition, Automated Dental Materials
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