Jaime Melendez

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

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Sign recognition with an electronic glove driven by a neural network programmed on an 8-bit microcontroller.

Sergio Rodríguez Masumura, Luis Felipe Moncada Calmet, Jaime Melendez, Jorge Luis Alva Alarcón

Proceedings of the 14th International Conference on Signal Processing and Communication Systems, 2020

2019

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

Keelin Murphy, Shifa Salman Habib, Syed Mohammad Asad Zaidi, Saira Khowaja, Aamir Khan, Jaime Melendez, Ernst Th. Scholten, Farhan Amad, Steven Schalekamp, Maurits Verhagen, Rick H. H. M. Philipsen, Annet Meijers, Bram van Ginneken

CoRR, 2019

2017

Breast tumor classification in ultrasound images using texture analysis and super-resolution methods.

Mohamed Abdel-Nasser, Jaime Melendez, Antonio Moreno, Osama Ahmed Omer, Domenec Puig

Eng. Appl. Artif. Intell., 2017

2016

On Combining Multiple-Instance Learning and Active Learning for Computer-Aided Detection of Tuberculosis.

Jaime Melendez, Bram van Ginneken, Pragnya Maduskar, Rick H. H. M. Philipsen, Helen Ayles, Clara I. Sánchez

IEEE Trans. Medical Imaging, 2016

Automatic detection of pleural effusion in chest radiographs.

Pragnya Maduskar, Rick H. H. M. Philipsen, Jaime Melendez, Ernst Th. Scholten, Duncan Chanda, Helen Ayles, Clara I. Sánchez, Bram van Ginneken

Medical Image Anal., 2016

Computer-aided diagnosis of breast cancer via Gabor wavelet bank and binary-class SVM in mammographic images.

Jordina Torrents-Barrena, Domenec Puig, Jaime Melendez, Aïda Valls

J. Exp. Theor. Artif. Intell., 2016

2015

Localized Energy-Based Normalization of Medical Images: Application to Chest Radiography.

Rick H. H. M. Philipsen, Pragnya Maduskar, Laurens Hogeweg, Jaime Melendez, Clara I. Sánchez, Bram van Ginneken

IEEE Trans. Medical Imaging, 2015

A Novel Multiple-Instance Learning-Based Approach to Computer-Aided Detection of Tuberculosis on Chest X-Rays.

Jaime Melendez, Bram van Ginneken, Pragnya Maduskar, Rick H. H. M. Philipsen, Klaus Reither, Marianne Breuninger, Ifedayo M. O. Adetifa, Rahmatulai Maane, Helen Ayles, Clara I. Sánchez

IEEE Trans. Medical Imaging, 2015

Automated localization of breast cancer in DCE-MRI.

Albert Gubern-Mérida, Robert Marti, Jaime Melendez, Jakob L. Hauth, Ritse M. Mann, Nico Karssemeijer, Bram Platel

Medical Image Anal., 2015

Screening for Diabetic Retinopathy through Retinal Colour Fundus Images using Convolutional Neural Networks.

Jordina Torrents-Barrena, Jaime Melendez, Aïda Valls, Pere Romero, Domenec Puig

Proceedings of the Artificial Intelligence Research and Development, 2015

2014

Multiple-instance learning for computer-aided detection of tuberculosis.

Jaime Melendez, Clara I. Sánchez, Rick H. H. M. Philipsen, Pragnya Maduskar, Bram van Ginneken

Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014

Breast Masses Identification through Pixel-Based Texture Classification.

Jordina Torrents-Barrena, Domenec Puig, Maria Ferre, Jaime Melendez, Lorena Diez-Presa, Meritxell Arenas, Joan Martí

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.

Jordina Torrents-Barrena, Domenec Puig, Maria Ferre, Jaime Melendez, Joan Martí, Aïda Valls

Proceedings of the Artificial Intelligence Research and Development, 2014

2013

Personalization of Serious Videogames for Occupational Engagement for Elderly.

Mario Andres Bruno, Roberto G. Aldunate, Jaime Melendez

Proceedings of the Ambient Assisted Living and Active Aging, 2013

2012

Potential of a Standalone Computer-Aided Detection System for Breast Cancer Detection in Screening Mammography.

Jaime Melendez, Clara I. Sánchez, Rianne Hupse, Bram van Ginneken, Nico Karssemeijer

Proceedings of the Breast Imaging, 2012

Supervised Texture Classification Using Optimization Techniques.

Domenec Puig, Jaime Melendez, Agusti Solanas, Aïda Valls, Antonio Moreno

Proceedings of the Artificial Intelligence Research and Development, 2012

2011

Unsupervised texture-based image segmentation through pattern discovery.

Jaime Melendez, Miguel Ángel García, Domenec Puig, Maria Petrou

Comput. Vis. Image Underst., 2011

Supervised texture segmentation through a multi-level pixel-based classifier based on specifically designed filters.

Jaime Melendez, Xavier Gironés, Domenec Puig

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010

Supervised and unsupervised segmentation of textured images by efficient multi-level pattern classification.

Jaime Christian Meléndez Rodríguez

PhD thesis, 2010

Application-independent feature selection for texture classification.

Domenec Puig, Miguel Ángel García, Jaime Melendez

Pattern Recognit., 2010

Multi-level pixel-based texture classification through efficient prototype selection via normalized cut.

Jaime Melendez, Domenec Puig, Miguel Ángel García

Pattern Recognit., 2010

On Adapting Pixel-based Classification to Unsupervised Texture Segmentation.

Jaime Melendez, Domenec Puig, Miguel Ángel García

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009

Gabor-based texture classification through efficient prototype selection via normalized cut.

Jaime Melendez, Domenec Puig, Miguel Ángel García

Proceedings of the International Conference on Image Processing, 2009

2008

Efficient distance-based per-pixel texture classification with Gabor wavelet filters.

Jaime Melendez, Miguel Ángel García, Domenec Puig

Pattern Anal. Appl., 2008

2007

Comparative Evaluation of Classical Methods, Optimized Gabor Filters and LBP for Texture Feature Selection and Classification.

Jaime Melendez, Domenec Puig, Miguel Ángel García

Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007