AIMC Topic: Color

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Deep learning-based color holographic microscopy.

Journal of biophotonics Aug 1, 2019
We report a framework based on a generative adversarial network that performs high-fidelity color image reconstruction using a single hologram of a sample that is illuminated simultaneously by light at three different wavelengths. The trained network...
Humans Male Prostate Microscopy Holography Deep Learning Image Processing, Computer-Assisted Color
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Region Extraction and Classification of Skin Cancer: A Heterogeneous framework of Deep CNN Features Fusion and Reduction.

Journal of medical systems Jul 20, 2019
Cancer is one of the leading causes of deaths in the last two decades. It is either diagnosed malignant or benign - depending upon the severity of the infection and the current stage. The conventional methods require a detailed physical inspection by...
Humans Color Dermoscopy Algorithms Neural Networks, Computer Sensitivity and Specificity Melanoma Image Processing, Computer-Assisted Skin Neoplasms
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A Real-Time Fire Detection Method from Video with Multifeature Fusion.

Computational intelligence and neuroscience Jul 14, 2019
The threat to people's lives and property posed by fires has become increasingly serious. To address the problem of a high false alarm rate in traditional fire detection, an innovative detection method based on multifeature fusion of flame is propose...
Computer Systems Fires Support Vector Machine Computing Methodologies Humans Color Algorithms
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A Mature-Tomato Detection Algorithm Using Machine Learning and Color Analysis.

Sensors (Basel, Switzerland) Apr 30, 2019
An algorithm was proposed for automatic tomato detection in regular color images to reduce the influence of illumination and occlusion. In this method, the Histograms of Oriented Gradients (HOG) descriptor was used to train a Support Vector Machine (...
Humans Solanum lycopersicum Biosensing Techniques Support Vector Machine Machine Learning Color Algorithms
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Quantifying the effect of Jacobiasca lybica pest on vineyards with UAVs by combining geometric and computer vision techniques.

PloS one Apr 22, 2019
With the increasing competitiveness in the vine market, coupled with the increasing need for sustainable use of resources, strategies for improving farm management are essential. One such effective strategy is the implementation of precision agricult...
Plant Leaves Neural Networks, Computer Robotics Algorithms Plant Diseases Color Remote Sensing Technology Image Processing, Computer-Assisted Animals Hemiptera Vitis Agriculture Farms Photogrammetry
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Classification for plastic bottles recycling based on image recognition.

Waste management (New York, N.Y.) Mar 25, 2019
Recycling of used plastic bottles is an important measure to protect the environment and save energy. Usually, bottles in different colors have different value for recycling. Classification of plastic bottles recycling based on image recognition duri...
Color Recycling Algorithms Support Vector Machine
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Development of super-atmospheric oxidation chamber for orthodox tea processing and its validation through neural network approach.

Journal of the science of food and agriculture Mar 12, 2019
BACKGROUND: Orthodox tea is known for its distinct aroma and superior quality. However, the oxidation step that is most crucial for developing these attributes needs precise control and is also time consuming. In the present study, a super-atmospheri...
Polyphenols Plant Leaves Camellia sinensis Neural Networks, Computer Catechin Biflavonoids Tea Oxidation-Reduction Color
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Bone Marrow Cells Detection: A Technique for the Microscopic Image Analysis.

Journal of medical systems Feb 23, 2019
In the detection of myeloproliferative, the number of cells in each type of bone marrow cells (BMC) is an important parameter for the evaluation. In this study, we propose a new counting method, which consists of three modules including localization,...
Bone Marrow Cells Microscopy Pattern Recognition, Automated Cell Nucleus Humans Image Processing, Computer-Assisted Algorithms Support Vector Machine Color
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Implementing artificial neural networks through bionic construction.

PloS one Feb 22, 2019
It is evident through biology research that, biological neural network could be implemented through two means: by congenital heredity, or by posteriority learning. However, traditionally, artificial neural network, especially the Deep learning Neural...
Pattern Recognition, Automated Drosophila melanogaster Nerve Net Neural Networks, Computer Algorithms Visual Pathways Movement Artificial Intelligence Animals Visual Perception Machine Learning Color Bionics
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Breast mass classification in sonography with transfer learning using a deep convolutional neural network and color conversion.

Medical physics Jan 16, 2019
PURPOSE: We propose a deep learning-based approach to breast mass classification in sonography and compare it with the assessment of four experienced radiologists employing breast imaging reporting and data system 4th edition lexicon and assessment p...
Deep Learning Adolescent Young Adult Ultrasonography Humans Adult ROC Curve Female Breast Neoplasms Image Processing, Computer-Assisted Color
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