Jaime Melendez

Orcid: 0000-0003-1066-9536

According to our database1, Jaime Melendez authored at least 25 papers between 2007 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


On csauthors.net:


Sign recognition with an electronic glove driven by a neural network programmed on an 8-bit microcontroller.
Proceedings of the 14th International Conference on Signal Processing and Communication Systems, 2020

Computer aided detection of tuberculosis on chest radiographs: An evaluation of the CAD4TB v6 system.
CoRR, 2019

Breast tumor classification in ultrasound images using texture analysis and super-resolution methods.
Eng. Appl. Artif. Intell., 2017

On Combining Multiple-Instance Learning and Active Learning for Computer-Aided Detection of Tuberculosis.
IEEE Trans. Medical Imaging, 2016

Automatic detection of pleural effusion in chest radiographs.
Medical Image Anal., 2016

Computer-aided diagnosis of breast cancer via Gabor wavelet bank and binary-class SVM in mammographic images.
J. Exp. Theor. Artif. Intell., 2016

Localized Energy-Based Normalization of Medical Images: Application to Chest Radiography.
IEEE Trans. Medical Imaging, 2015

A Novel Multiple-Instance Learning-Based Approach to Computer-Aided Detection of Tuberculosis on Chest X-Rays.
IEEE Trans. Medical Imaging, 2015

Automated localization of breast cancer in DCE-MRI.
Medical Image Anal., 2015

Screening for Diabetic Retinopathy through Retinal Colour Fundus Images using Convolutional Neural Networks.
Proceedings of the Artificial Intelligence Research and Development, 2015

Multiple-instance learning for computer-aided detection of tuberculosis.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014

Breast Masses Identification through Pixel-Based Texture Classification.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

Analysis of Gabor-Based Texture Features for the Identification of Breast Tumor Regions in Mammograms.
Proceedings of the Artificial Intelligence Research and Development, 2014

Personalization of Serious Videogames for Occupational Engagement for Elderly.
Proceedings of the Ambient Assisted Living and Active Aging, 2013

Potential of a Standalone Computer-Aided Detection System for Breast Cancer Detection in Screening Mammography.
Proceedings of the Breast Imaging, 2012

Supervised Texture Classification Using Optimization Techniques.
Proceedings of the Artificial Intelligence Research and Development, 2012

Unsupervised texture-based image segmentation through pattern discovery.
Comput. Vis. Image Underst., 2011

Supervised texture segmentation through a multi-level pixel-based classifier based on specifically designed filters.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Supervised and unsupervised segmentation of textured images by efficient multi-level pattern classification.
PhD thesis, 2010

Application-independent feature selection for texture classification.
Pattern Recognit., 2010

Multi-level pixel-based texture classification through efficient prototype selection via normalized cut.
Pattern Recognit., 2010

On Adapting Pixel-based Classification to Unsupervised Texture Segmentation.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Gabor-based texture classification through efficient prototype selection via normalized cut.
Proceedings of the International Conference on Image Processing, 2009

Efficient distance-based per-pixel texture classification with Gabor wavelet filters.
Pattern Anal. Appl., 2008

Comparative Evaluation of Classical Methods, Optimized Gabor Filters and LBP for Texture Feature Selection and Classification.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007