Influence of Image Pre-processing to Improve the Accuracy in a Convolutional Neural Network

Influence of Image Pre-processing to Improve the Accuracy in a Convolutional Neural Network

Convolutional neural networks (CNN) have been applied in different fields including image recognition. A CNN requires a set of images that will be used to teach to classify it into specific categories. However, the question about how image pre-processing influences CNN accuracy has not yet been answ...

Saved in:

书目详细资料
其他作者:	Nandayapa, Manuel, Garcia Tena, Lorenzo Antonio, Cruz Sanchez, Vianey Guadalupe, Vergara Villegas, Osslan Osiris
格式:	Artículo
语言:	English
出版:	2019
主题:	image preprocessing CNN quantization sharpness enhacement info:eu-repo/classification/cti/7
在线阅读:	https://ijcopi.org/index.php/ojs/article/view/163
标签:	添加标签没有标签, 成为第一个标记此记录!

相似书籍

A Convolutional Neural Network for Handwritten Digit Recognition
由: Guevara Neri, Maria Cristina
出版: (2019)

Residual 3D convolutional neural network to enhance sinograms from small-animal positron emission tomography images
出版: (2023)

Radial Basis Function Neural Network for the Evaluation of Image Color Quality Shown on Liquid Crystal Displays
出版: (2021)

Convolutional Neural Network in a Pseudo-Distributed Environment for Classification of Chest X-Ray Images of Patients with Pneumonia
由: Sánchez Solís, Julia Patricia
出版: (2020)

Study of the Effect of Combining Activation Functions in a Convolutional Neural Network
由: Vergara Villegas, Osslan Osiris
出版: (2020)

Somatotype and body image: their sensitivity, specificity and validity to determine obesity
由: Ramos Jimenez, Arnulfo
出版: (2019)

Comparison of Reconstruction Strategies of Compressive Sensing Applied to Ultrasound Images
由: TOLEDO, ERICK
出版: (2018)

My Personal Images as My Graphical Password
由: Garcia, Vicente
出版: (2018)

Malaria Cell Image Classification Using Compact Deep Learning Architectures on Jetson TX2
出版: (2024)

Comparative study in digital mammograms between classical convolutional neural networks architectures to microcalcifications clusters detection: 4CP22-30
由: Ricardo Luna Lozoya, et al.
出版: (2022)

The tourism image of Estonia in Spain: A formulative approach
由: Katlin Savva, et al.
出版: (2021)

Denoising of Ultrasound Medical Images Using the DM6437 High-Performance Digital Media Processor
由: Martínez Medrano, Gerardo Adrián
出版: (2018)

Plethysmographic and anthropometric validation of a 3D body image digitizer to determine body dimensions
由: Ramos-Jiménez, Arnulfo
出版: (2018)

Plethysmographic and anthropometric validation of a 3D body image digitizer to determine body dimensions
由: Ramos-Jimenez, Arnulfo
出版: (2018)

Experimental measurements of the flow field around a film-cooled blade leading edge using particle image velocimetry
由: Davalos Ramirez, Jose Omar
出版: (2018)

Plethysmographic and anthropometric validation of a 3D body image digitizer to determine body dimensions
由: URQUIDEZ ROMERO, RENE
出版: (2018)

Evaluación de un algoritmo “Faster R-CNN” entrenado sobre un conjunto de datos locales para la detección de señales de tráfico.
由: Bobadilla Ramos, Juan Manuel
出版: (2022)

Reconstrucción de imágenes de Tomografía por Emisión de Positrones en Presencia de Ruido Poisson Utilizando Aprendizaje Profundo.
由: Jarquin Moreno, Daniel Arturo
出版: (2021)

Somatotype and body image as predictors of overall and abdominal obesity in college students from northern Mexico
由: Ramos-Jimenez, Arnulfo
出版: (2018)

Optimization of laminated composite materials configuration using neural networks and simulated annealing
由: Julio César Galvis Chacón, et al.
出版: (2024)

A Non-Invasive Method to Evaluate Fuzzy Process Capability Indices via Coupled Applications of Artificial Neural Networks and the Placket–Burman DOE
出版: (2022)

Influence of lodging tax network to promote tourism in Mexico City
由: Tomás Cuevas Contreras, et al.
出版: (2021)

Optimization of Running Blade Prosthetics Utilizing Crow Search Algorithm Assisted by Artificial Neural Networks
出版: (2021)

Deep learning-based endometrial cancer detection from Pipelle de Cornier biopsy images: 6CP23-7
由: Haydeé Itzel Lira Casas, et al.
出版: (2023)

Association of a Mediterranean Diet and Fruit and Vegetable Consumption with Subjective Well-Being among Adults with Overweight and Obesity.
出版: (2021)

Participatory Planning and the Influence of the business elite: Indicators system for improving health services management
由: Edgar Omar Lara Enríquez, et al.
出版: (2021)

Pre-twisted calculus and differential equations
由: López-González, Elifalet
出版: (2023)

Prediction of time series using wavelet Gaussian process for wireless sensor networks
由: Mejia, Jose
出版: (2020)

Enhancing financial risk prediction with symbolic classifiers: addressing class imbalance and the accuracy–interpretability trade–off
出版: (2024)

Psychosocial and diet-related lifestyle clusters in overweight and obesity.
出版: (2021)

A fuzzy approach for feature extraction of brain tissues in Non-Contrast CT
由: Gordillo Castillo, Nelly
出版: (2018)

Echocardiographic image processing for aortic stenosis detection: 4CP22-9
由: Elda Betsabé Pérez Martínez, et al.
出版: (2022)

Contrasting bean analysis system based on YOLOv5 and a neural network model using the interval type-2 fuzzy set approach
出版: (2024)

Methodology based on lean manufacturing for process improvement: 5CP23-19
由: Fabiola Hermosillo Villalobos, et al.
出版: (2023)

Methodology based on Lean Manufacturing for process improvement : 6CP23-13
由: Fabiola Hermosillo Villalobos, et al.
出版: (2023)

The DMAIC methodology as a tool for process improvement: the case of a mexican maquiladora company
出版: (2021)

Impact of the social network Facebook in the higher education process of mathematics considering the science of data
由: Ricardo Adán Salas Rueda, et al.
出版: (2021)

Lightweight blockchain architecture to improve the patient care process: 5CP23-22
由: Arturo Ivan Mendoza Arvizo, et al.
出版: (2023)

Neural control and coordination of decentralized transportation robots
由: Martinez-Garcia, Edgar
出版: (2018)

Diagnosis of Type 2 Diabetes and Pre-diabetes Using Machine Learning
由: Severeyn, Erika
出版: (2019)