AIMC Topic: Pattern Recognition, Automated

Clear Filters Showing 381 to 390 of 1671 articles

Appearance variation adaptation tracker using adversarial network.

Neural networks : the official journal of the International Neural Network Society Jun 17, 2020
Visual trackers using deep neural networks have demonstrated favorable performance in object tracking. However, training a deep classification network using overlapped initial target regions may lead an overfitted model. To increase the model general...
Photic Stimulation Adaptation, Physiological Neural Networks, Computer Pattern Recognition, Automated Humans
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Deep learning in interstitial lung disease-how long until daily practice.

European radiology Jun 14, 2020
Interstitial lung diseases are a diverse group of disorders that involve inflammation and fibrosis of interstitium, with clinical, radiological, and pathological overlapping features. These are an important cause of morbidity and mortality among lung...
Humans Neural Networks, Computer Idiopathic Pulmonary Fibrosis Tomography, X-Ray Computed Lung Diseases, Interstitial Deep Learning Reproducibility of Results Pattern Recognition, Automated Lung Inflammation Algorithms Diagnosis, Computer-Assisted
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A Discrete-Time Neurodynamic Approach to Sparsity-Constrained Nonnegative Matrix Factorization.

Neural computation Jun 10, 2020
Sparsity is a desirable property in many nonnegative matrix factorization (NMF) applications. Although some level of sparseness of NMF solutions can be achieved by using regularization, the resulting sparsity depends highly on the regularization para...
Neural Networks, Computer Pattern Recognition, Automated Humans
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Behavioral Activity Recognition Based on Gaze Ethograms.

International journal of neural systems Jun 9, 2020
Noninvasive behavior observation techniques allow more natural human behavior assessment experiments with higher ecological validity. We propose the use of gaze ethograms in the context of user interaction with a computer display to characterize the ...
Motor Activity Reading Fixation, Ocular Pattern Recognition, Visual Support Vector Machine Writing Pattern Recognition, Automated Eye-Tracking Technology Humans Machine Learning
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Pooling region learning of visual word for image classification using bag-of-visual-words model.

PloS one Jun 5, 2020
In the problem where there is not enough data to use Deep Learning, Bag-of-Visual-Words (BoVW) is still a good alternative for image classification. In BoVW model, many pooling methods are proposed to incorporate the spatial information of local feat...
Algorithms Deep Learning Pattern Recognition, Automated
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Image style transfer with collection representation space and semantic-guided reconstruction.

Neural networks : the official journal of the International Neural Network Society Jun 2, 2020
Image style transfer renders the content of an image into different styles. Current methods made decent progress with transferring the style of single image, however, visual statistics from one image cannot reflect the full scope of an artist. Also, ...
Neural Networks, Computer Semantics Pattern Recognition, Automated
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An innovative method for screening and evaluating the degree of diabetic retinopathy and drug treatment based on artificial intelligence algorithms.

Pharmacological research Jun 2, 2020
Current methods of evaluating the degree of diabetic retinopathy are highly subjective and have no quantitative standard. To objectively evaluate the slight changes in tissue structure during the early stage of retinal diseases, a subjective interpre...
Diabetic Retinopathy Animals Retina Microscopy Retinal Ganglion Cells Deep Learning Mice Drugs, Chinese Herbal Image Interpretation, Computer-Assisted Male Pattern Recognition, Automated Rats, Wistar Hypoglycemic Agents Early Diagnosis Diabetes Mellitus, Type 2 Diabetes Mellitus, Experimental Severity of Illness Index Retinal Vessels Diabetes Mellitus, Type 1 Predictive Value of Tests
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Deep learning for symbols detection and classification in engineering drawings.

Neural networks : the official journal of the International Neural Network Society Jun 1, 2020
Engineering drawings are commonly used in different industries such as Oil and Gas, construction, and other types of engineering. Digitising these drawings is becoming increasingly important. This is mainly due to the need to improve business practic...
Pattern Recognition, Automated Deep Learning
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AD-NET: Age-adjust neural network for improved MCI to AD conversion prediction.

NeuroImage. Clinical Jun 1, 2020
The prediction of Mild Cognitive Impairment (MCI) patients who are at higher risk converting to Alzheimer's Disease (AD) is critical for effective intervention and patient selection in clinical trials. Different biomarkers including neuroimaging have...
Neuroimaging Cognitive Dysfunction Image Interpretation, Computer-Assisted Brain Age Factors Pattern Recognition, Automated Humans Neural Networks, Computer Disease Progression Predictive Value of Tests Alzheimer Disease
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Group visualization of class-discriminative features.

Neural networks : the official journal of the International Neural Network Society May 29, 2020
Research explaining the behavior of convolutional neural networks (CNNs) has gained a lot of attention over the past few years. Although many visualization methods have been proposed to explain network predictions, most fail to provide clear correlat...
Neural Networks, Computer Pattern Recognition, Automated
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