Jaime Melendez

24 papers B 3C 1Journal 12Unranked 8
YearRankTypeTitle / Venue / Authors
2020 — conf
Sign recognition with an electronic glove driven by a neural network programmed on an 8-bit microcontroller.
ICSPCS
Sergio Rodríguez Masumura, Luis Felipe Moncada Calmet, Jaime Melendez, Jorge Luis Alva Alarcón
2019 J jnl
Computer aided detection of tuberculosis on chest radiographs: An evaluation of the CAD4TB v6 system.
CoRR
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
2017 J jnl
Breast tumor classification in ultrasound images using texture analysis and super-resolution methods.
Eng. Appl. Artif. Intell.
Mohamed Abdel-Nasser, Jaime Melendez, Antonio Moreno, Osama Ahmed Omer, Domenec Puig
2016 J jnl
Automatic detection of pleural effusion in chest radiographs.
Medical Image Anal.
Pragnya Maduskar, Rick H. H. M. Philipsen, Jaime Melendez, Ernst Th. Scholten, Duncan Chanda, Helen Ayles, Clara I. Sánchez, Bram van Ginneken
2016 J jnl
Computer-aided diagnosis of breast cancer via Gabor wavelet bank and binary-class SVM in mammographic images.
J. Exp. Theor. Artif. Intell.
Jordina Torrents-Barrena, Domenec Puig, Jaime Melendez, Aïda Valls
2016 J jnl
On Combining Multiple-Instance Learning and Active Learning for Computer-Aided Detection of Tuberculosis.
IEEE Trans. Medical Imaging
Jaime Melendez, Bram van Ginneken, Pragnya Maduskar, Rick H. H. M. Philipsen, Helen Ayles, Clara I. Sánchez
2015 J jnl
A Novel Multiple-Instance Learning-Based Approach to Computer-Aided Detection of Tuberculosis on Chest X-Rays.
IEEE Trans. Medical Imaging
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
2015 J jnl
Automated localization of breast cancer in DCE-MRI.
Medical Image Anal.
Albert Gubern-Mérida, Robert Marti, Jaime Melendez, Jakob L. Hauth, Ritse M. Mann, Nico Karssemeijer, Bram Platel
2015 J jnl
Localized Energy-Based Normalization of Medical Images: Application to Chest Radiography.
IEEE Trans. Medical Imaging
Rick H. H. M. Philipsen, Pragnya Maduskar, Laurens Hogeweg, Jaime Melendez, Clara I. Sánchez, Bram van Ginneken
2015 — conf
Screening for Diabetic Retinopathy through Retinal Colour Fundus Images using Convolutional Neural Networks.
CCIA
Jordina Torrents-Barrena, Jaime Melendez, Aïda Valls, Pere Romero, Domenec Puig
2014 — conf
Analysis of Gabor-Based Texture Features for the Identification of Breast Tumor Regions in Mammograms.
CCIA
Jordina Torrents-Barrena, Domenec Puig, Maria Ferre, Jaime Melendez, Joan Martí, Aïda Valls
2014 — conf
Breast Masses Identification through Pixel-Based Texture Classification.
Digital Mammography / IWDM
Jordina Torrents-Barrena, Domenec Puig, Maria Ferre, Jaime Melendez, Lorena Diez-Presa, Meritxell Arenas, Joan Martí
2014 — conf
Multiple-instance learning for computer-aided detection of tuberculosis.
Computer-Aided Diagnosis
Jaime Melendez, Clara I. Sánchez, Rick H. H. M. Philipsen, Pragnya Maduskar, Bram van Ginneken
2013 — conf
Personalization of Serious Videogames for Occupational Engagement for Elderly.
IWAAL
Mario Andres Bruno, Roberto G. Aldunate, Jaime Melendez
2012 — conf
Potential of a Standalone Computer-Aided Detection System for Breast Cancer Detection in Screening Mammography.
Digital Mammography / IWDM
Jaime Melendez, Clara I. Sánchez, Rianne Hupse, Bram van Ginneken, Nico Karssemeijer
2012 — conf
Supervised Texture Classification Using Optimization Techniques.
CCIA
Domenec Puig, Jaime Melendez, Agusti Solanas, Aïda Valls, Antonio Moreno
2011 B conf
Supervised texture segmentation through a multi-level pixel-based classifier based on specifically designed filters.
ICIP
Jaime Melendez, Xavier Gironés, Domenec Puig
2011 J jnl
Unsupervised texture-based image segmentation through pattern discovery.
Comput. Vis. Image Underst.
Jaime Melendez, Miguel Ángel García, Domenec Puig, Maria Petrou
2010 J jnl
Application-independent feature selection for texture classification.
Pattern Recognit.
Domenec Puig, Miguel Ángel García, Jaime Melendez
2010 J jnl
Multi-level pixel-based texture classification through efficient prototype selection via normalized cut.
Pattern Recognit.
Jaime Melendez, Domenec Puig, Miguel Ángel García
2010 B conf
On Adapting Pixel-based Classification to Unsupervised Texture Segmentation.
ICPR
Jaime Melendez, Domenec Puig, Miguel Ángel García
2009 B conf
Gabor-based texture classification through efficient prototype selection via normalized cut.
ICIP
Jaime Melendez, Domenec Puig, Miguel Ángel García
2008 J jnl
Efficient distance-based per-pixel texture classification with Gabor wavelet filters.
Pattern Anal. Appl.
Jaime Melendez, Miguel Ángel García, Domenec Puig
2007 C conf
Comparative Evaluation of Classical Methods, Optimized Gabor Filters and LBP for Texture Feature Selection and Classification.
CAIP
Jaime Melendez, Domenec Puig, Miguel Ángel García