AIMC Topic: Pattern Recognition, Automated

Clear Filters Showing 1571 to 1580 of 1671 articles

Outlier detection and removal improves accuracy of machine learning approach to multispectral burn diagnostic imaging.

Journal of biomedical optics Dec 1, 2015
Multispectral imaging (MSI) was implemented to develop a burn tissue classification device to assist burn surgeons in planning and performing debridement surgery. To build a classification model via machine learning, training data accurately represen...
Artifacts Spectrum Analysis Pattern Recognition, Automated Image Enhancement Skin Burns Image Interpretation, Computer-Assisted Optical Imaging Subtraction Technique Machine Learning Algorithms Dermoscopy Animals Swine Reproducibility of Results Sensitivity and Specificity
View on PubMed DOI

Detection of Hard Exudates in Colour Fundus Images Using Fuzzy Support Vector Machine-Based Expert System.

Journal of digital imaging Dec 1, 2015
Diabetic retinopathy is a major cause of vision loss in diabetic patients. Currently, there is a need for making decisions using intelligent computer algorithms when screening a large volume of data. This paper presents an expert decision-making syst...
Diabetic Retinopathy Algorithms Reproducibility of Results Sensitivity and Specificity Humans Pattern Recognition, Automated Exudates and Transudates Photography Fundus Oculi Expert Systems Image Interpretation, Computer-Assisted ROC Curve Support Vector Machine Color
View on PubMed DOI

Multimodal manifold-regularized transfer learning for MCI conversion prediction.

Brain imaging and behavior Dec 1, 2015
As the early stage of Alzheimer's disease (AD), mild cognitive impairment (MCI) has high chance to convert to AD. Effective prediction of such conversion from MCI to AD is of great importance for early diagnosis of AD and also for evaluating AD risk ...
Disease Progression Diagnosis, Computer-Assisted Cognitive Dysfunction ROC Curve Aged Aged, 80 and over Middle Aged Supervised Machine Learning Alzheimer Disease Positron-Emission Tomography Magnetic Resonance Imaging Pattern Recognition, Automated Multimodal Imaging Brain Least-Squares Analysis Humans Prognosis Databases, Factual
View on PubMed DOI

Fully parallel write/read in resistive synaptic array for accelerating on-chip learning.

Nanotechnology Nov 13, 2015
A neuro-inspired computing paradigm beyond the von Neumann architecture is emerging and it generally takes advantage of massive parallelism and is aimed at complex tasks that involve intelligence and learning. The cross-point array architecture with ...
Electric Impedance Pattern Recognition, Automated Computing Methodologies Unsupervised Machine Learning Semiconductors Synapses Learning Models, Theoretical Neural Networks, Computer
View on PubMed DOI

Preface.

Journal of biosciences Oct 1, 2015
Gene Expression Regulation Microarray Analysis Multifactor Dimensionality Reduction Data Mining High-Throughput Nucleotide Sequencing Pattern Recognition, Automated Gene Regulatory Networks Computational Biology Signal Transduction Humans Plants Machine Learning
View on PubMed DOI

HFirst: A Temporal Approach to Object Recognition.

IEEE transactions on pattern analysis and machine intelligence Oct 1, 2015
This paper introduces a spiking hierarchical model for object recognition which utilizes the precise timing information inherently present in the output of biologically inspired asynchronous address event representation (AER) vision sensors. The asyn...
Neural Networks, Computer Algorithms Models, Neurological Pattern Recognition, Automated
View on PubMed DOI

Active Batch Selection via Convex Relaxations with Guaranteed Solution Bounds.

IEEE transactions on pattern analysis and machine intelligence Oct 1, 2015
Active learning techniques have gained popularity to reduce human effort in labeling data instances for inducing a classifier. When faced with large amounts of unlabeled data, such algorithms automatically identify the exemplar instances for manual a...
Artificial Intelligence Humans Data Mining Databases, Factual Algorithms Pattern Recognition, Automated Animals Computational Biology
View on PubMed DOI

Multi-Camera Saliency.

IEEE transactions on pattern analysis and machine intelligence Oct 1, 2015
A significant body of literature on saliency modeling predicts where humans look in a single image or video. Besides the scientific goal of understanding how information is fused from multiple visual sources to identify regions of interest in a holis...
Algorithms Image Processing, Computer-Assisted Pattern Recognition, Automated Behavior Humans Machine Learning
View on PubMed DOI

Improved speech inversion using general regression neural network.

The Journal of the Acoustical Society of America Sep 1, 2015
The problem of nonlinear acoustic to articulatory inversion mapping is investigated in the feature space using two models, the deep belief network (DBN) which is the state-of-the-art, and the general regression neural network (GRNN). The task is to e...
Numerical Analysis, Computer-Assisted Male Speech Acoustics Computer Simulation Humans Regression Analysis Speech Production Measurement Female Pattern Recognition, Automated Neural Networks, Computer Nonlinear Dynamics Reproducibility of Results Phonetics Databases, Factual
View on PubMed DOI

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition.

IEEE transactions on pattern analysis and machine intelligence Sep 1, 2015
Existing deep convolutional neural networks (CNNs) require a fixed-size (e.g., 224 × 224) input image. This requirement is "artificial" and may reduce the recognition accuracy for the images or sub-images of an arbitrary size/scale. In this work, we ...
Humans Algorithms Pattern Recognition, Automated Neural Networks, Computer Animals Image Processing, Computer-Assisted
View on PubMed DOI
Popular Topics
Recent Journals