AIMC Topic: Color

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Impact of rescanning and normalization on convolutional neural network performance in multi-center, whole-slide classification of prostate cancer.

Scientific reports Sep 1, 2020
Algorithms can improve the objectivity and efficiency of histopathologic slide analysis. In this paper, we investigated the impact of scanning systems (scanners) and cycle-GAN-based normalization on algorithm performance, by comparing different deep ...
Cohort Studies ROC Curve Image Processing, Computer-Assisted Humans Male Deep Learning Color Prostatic Neoplasms Prostate Staining and Labeling Biopsy Computational Biology Area Under Curve
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Deep-Learning-Based Indoor Human Following of Mobile Robot Using Color Feature.

Sensors (Basel, Switzerland) May 9, 2020
Human following is one of the fundamental functions in human-robot interaction for mobile robots. This paper shows a novel framework with state-machine control in which the robot tracks the target person in occlusion and illumination changes, as well...
Deep Learning Robotics Color Humans Algorithms
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Simplification of neural networks for skin lesion image segmentation using color channel pruning.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society May 8, 2020
Automatic analysis of skin abnormality is an effective way for medical experts to facilitate diagnosis procedures and improve their capabilities. Efficient and accurate methods for analysis of the skin abnormalities such as convolutional neural netwo...
Image Interpretation, Computer-Assisted Humans Neural Networks, Computer Dermoscopy Color Skin Diseases
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Endoscopic three-categorical diagnosis of Helicobacter pylori infection using linked color imaging and deep learning: a single-center prospective study (with video).

Gastric cancer : official journal of the International Gastric Cancer Association and the Japanese Gastric Cancer Association May 7, 2020
BACKGROUND: Helicobacter pylori (H. pylori) eradication is required to reduce incidence related to gastric cancer. Recently, it was found that even after the successful eradication of H. pylori, an increased, i.e., moderate, risk of gastric cancer pe...
Aged Sensitivity and Specificity Male Middle Aged Humans Prospective Studies Female Helicobacter pylori Feasibility Studies Image Enhancement Gastric Mucosa Area Under Curve Atrophy Color Endoscopy, Digestive System Helicobacter Infections Diagnosis, Computer-Assisted Deep Learning Predictive Value of Tests
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COVID-19 detection using deep learning models to exploit Social Mimic Optimization and structured chest X-ray images using fuzzy color and stacking approaches.

Computers in biology and medicine May 6, 2020
Coronavirus causes a wide variety of respiratory infections and it is an RNA-type virus that can infect both humans and animal species. It often causes pneumonia in humans. Artificial intelligence models have been helpful for successful analyses in t...
Pneumonia, Viral COVID-19 Databases, Factual Fuzzy Logic SARS-CoV-2 Radiographic Image Interpretation, Computer-Assisted Pneumonia Computational Biology Coronavirus Infections Color Support Vector Machine Betacoronavirus Lung Humans Deep Learning Artificial Intelligence Pandemics
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Robust image classification against adversarial attacks using elastic similarity measures between edge count sequences.

Neural networks : the official journal of the International Neural Network Society Apr 30, 2020
Due to their unprecedented capacity to learn patterns from raw data, deep neural networks have become the de facto modeling choice to address complex machine learning tasks. However, recent works have emphasized the vulnerability of deep neural netwo...
Deep Learning Image Processing, Computer-Assisted Color Pattern Recognition, Automated
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Image segmentation based on gray level and local relative entropy two dimensional histogram.

PloS one Mar 3, 2020
Though traditional thresholding methods are simple and efficient, they may result in poor segmentation results because only image's brightness information is taken into account in the procedure of threshold selection. Considering the contextual infor...
Mathematical Concepts Image Processing, Computer-Assisted Humans Color Artificial Intelligence Algorithms Entropy
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The Metabolic Rainbow: Deep Learning Phase I Metabolism in Five Colors.

Journal of chemical information and modeling Feb 24, 2020
Metabolism of drugs affects their absorption, distribution, efficacy, excretion, and toxicity profiles. Metabolism is routinely assessed experimentally using recombinant enzymes, human liver microsome, and animal models. Unfortunately, these experime...
Animals Deep Learning Metabolic Networks and Pathways Color Microsomes, Liver Humans Neural Networks, Computer
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A Multi-Modal Person Perception Framework for Socially Interactive Mobile Service Robots.

Sensors (Basel, Switzerland) Jan 28, 2020
In order to meet the increasing demands of mobile service robot applications, a dedicated perception module is an essential requirement for the interaction with users in real-world scenarios. In particular, multi sensor fusion and human re-identifica...
Walking Probability Face Robotics Color Benchmarking Humans Normal Distribution User-Computer Interface Exercise Rehabilitation Image Processing, Computer-Assisted Hospitals, Public Posture
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Recognition of Emotion According to the Physical Elements of the Video.

Sensors (Basel, Switzerland) Jan 24, 2020
The increasing interest in the effects of emotion on cognitive, social, and neural processes creates a constant need for efficient and reliable techniques for emotion elicitation. Emotions are important in many areas, especially in advertising design...
Videodisc Recording Emotions Color Motion Pictures Humans Machine Learning Neural Networks, Computer Support Vector Machine
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