Carmen Serrano

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 14

Top Topics

Convex Relaxation

Color Perception

Top Venues

Medical Imaging: Image Processing

IEEE J. Biomed. Health Informatics

Int. J. Comput. Assist. Radiol. Surg.

Publications

Francisca Silva-Clavería, Carmen Serrano, Iván Matas, Amalia Serrano, Tomás Toledo-Pastrana, David Moreno-Ramírez, Begoña Acha
Concordance in basal cell carcinoma diagnosis. Building a proper ground truth to train Artificial Intelligence tools. CoRR (2024)
Miguel Nogales, Begoña Acha, Fernando Alarcón, José Pereyra, Carmen Serrano
Robust Melanoma Thickness Prediction via Deep Transfer Learning enhanced by XAI Techniques. CoRR (2024)
Iván Matas, Carmen Serrano, Francisca Silva, Amalia Serrano, Tomás Toledo-Pastrana, Begoña Acha
AI-Driven Skin Cancer Diagnosis: Grad-CAM and Expert Annotations for Enhanced Interpretability. CoRR (2024)
Carmen Serrano, Manuel Lazo, Amalia Serrano, Tomás Toledo-Pastrana, Rubén Barros-Tornay, Begoña Acha
Clinically Inspired Skin Lesion Classification through the Detection of Dermoscopic Criteria for Basal Cell Carcinoma. J. Imaging 8 (7) (2022)
José Antonio Pérez-Carrasco, Begoña Acha, Carmen Serrano
Multi-label segmentation of bone, muscle, and fat in CT volumes via convex relaxation. Medical Imaging: Image Processing (2020)
Aurora Sáez, Begoña Acha, Amalia Serrano, Carmen Serrano
Statistical Detection of Colors in Dermoscopic Images With a Texton-Based Estimation of Probabilities. IEEE J. Biomed. Health Informatics 23 (2) (2019)
José Antonio Pérez-Carrasco, Begoña Acha, Cristina Suárez-Mejías, Jose Luis Lopez-Guerra, Carmen Serrano
Joint segmentation of bones and muscles using an intensity and histogram-based energy minimization approach. Comput. Methods Programs Biomed. 156 (2018)
Cristina Suárez-Mejías, José Antonio Pérez-Carrasco, Carmen Serrano, Jose Luis Lopez-Guerra, Tomás Gómez-Cía, Carlos Luis Parra Calderón, Begoña Acha
Validation of a method for retroperitoneal tumor segmentation. Int. J. Comput. Assist. Radiol. Surg. 12 (12) (2017)
José Antonio Pérez-Carrasco, Begoña Acha, Cristina Suárez-Mejías, Carmen Serrano
Segmentation of Bone Structures by Removal of Skin and using a Convex Relaxation Technique. ICPRAM (2017)
Cristina Suarez-Mejias, José Antonio Pérez-Carrasco, Carmen Serrano, Jose Luis Lopez-Guerra, Carlos Luis Parra Calderón, Tomás Gómez-Cía, Begoña Acha
Three-dimensional segmentation of retroperitoneal masses using continuous convex relaxation and accumulated gradient distance for radiotherapy planning. Medical Biol. Eng. Comput. 55 (1) (2017)
Amaya Jiménez, Carmen Serrano, Begoña Acha
Automatic Detection of Globules, Streaks and Pigment Network Based on Texture and Color Analysis in Dermoscopic Images. ICIAR (2017)
José Antonio Pérez-Carrasco, Begoña Acha, Tomás Gómez-Cía, R. A. Lopez-Garcia, Carlos Delgado, Carmen Serrano
3D surgical planning in patients affected by lipodystrophy. Comput. Medical Imaging Graph. 40 (2015)
Francisco Núñez-Benjumea, Carmen Serrano, Begoña Acha
Automatic Landmarks Detection in Breast Reconstruction Aesthetic Assessment. MIE (2015)
José Antonio Pérez-Carrasco, Begoña Acha-Piñero, Carmen Serrano
Segmentation of bone structures in 3D CT images based on continuous max-flow optimization. Medical Imaging: Image Processing (2015)
Aurora Sáez, Carmen Serrano, Begoña Acha
Model-Based Classification Methods of Global Patterns in Dermoscopic Images. IEEE Trans. Medical Imaging 33 (5) (2014)
Aurora Sáez, Carmen Serrano, Begoña Acha
Normalized Cut optimization based on color perception findings. A comparative study. Mach. Vis. Appl. 25 (7) (2014)
José Antonio Pérez-Carrasco, Bo Zhao, Carmen Serrano, Begoña Acha, Teresa Serrano-Gotarredona, Shoushun Chen, Bernabé Linares-Barranco
Mapping from Frame-Driven to Frame-Free Event-Driven Vision Systems by Low-Rate Rate Coding and Coincidence Processing-Application to Feedforward ConvNets. IEEE Trans. Pattern Anal. Mach. Intell. 35 (11) (2013)
Aurora Sáez, Carlos S. Mendoza, Begoña Acha, Carmen Serrano
Development and evaluation of perceptually adapted colour gradients. IET Image Process. 7 (4) (2013)
Begoña Acha, Carmen Serrano, Irene Fondón, Tomás Gómez-Cía
Burn Depth Analysis Using Multidimensional Scaling Applied to Psychophysical Experiment Data. IEEE Trans. Medical Imaging 32 (6) (2013)
Qaisar Abbas, M. Emre Celebi, Carmen Serrano, Irene Fondón García, Guangzhi Ma
Pattern classification of dermoscopy images: A perceptually uniform model. Pattern Recognit. 46 (1) (2013)
Carlos S. Mendoza, José Antonio Pérez-Carrasco, Aurora Sáez, Begoña Acha, Carmen Serrano
Linearized Multidimensional Earth-Mover's-Distance Gradient Flows. IEEE Trans. Image Process. 22 (12) (2013)
Aurora Sáez, Irene Fondón, Begoña Acha, Soledad Jiménez, Pedro Alemany, Qaisar Abbas, Carmen Serrano
Optic Disc segmentation based on level-set and colour gradients. CGIV (2012)
Aurora Sáez, Begoña Acha, Carmen Serrano
CIELAB based system for burn depth estimation. CGIV (2012)
Carlos S. Mendoza, George R. Washko, James C. Ross, Alejandro A. Díaz, David A. Lynch, James D. Crapo, Edward K. Silverman, Begoña Acha, Carmen Serrano, Raúl San José Estépar
Emphysema quantification in a multi-scanner HRCT cohort using local intensity distributions. ISBI (2012)
Irene Fondón, Francisco Núñez, Mercedes Tirado, Soledad Jiménez, Pedro Alemany, Qaisar Abbas, Carmen Serrano, Begoña Acha
Automatic Cup-to-Disc Ratio Estimation Using Active Contours and Color Clustering in Fundus Images for Glaucoma Diagnosis. ICIAR (2) (2012)
Carlos S. Mendoza, Begoña Acha, Carmen Serrano, Tomás Gómez-Cía
Fast parameter-free region growing segmentation with application to surgical planning. Mach. Vis. Appl. 23 (1) (2012)
Aurora Sáez, Adoración Montero-Sánchez, Luis M. Escudero, Begoña Acha, Carmen Serrano
Segmentation of Muscle Fibres in Fluorescence Microscopy Images. ICIAR (2) (2012)
Carlos S. Mendoza, Germán Bohórquez-Ruiz, Begoña Acha, Carmen Serrano
Multi-dimensional earth mover's distance active contours. ICIP (2011)
José Antonio Pérez-Carrasco, Carmen Serrano, Begoña Acha, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco
Spike-Based Convolutional Network for Real-Time Processing. ICPR (2010)
José Antonio Pérez-Carrasco, Begoña Acha, Carmen Serrano, Luis A. Camuñas-Mesa, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco
Fast vision through frameless event-based sensing and convolutional processing: application to texture recognition. IEEE Trans. Neural Networks 21 (4) (2010)
Aurora Sáez, Carmen Serrano, Begoña Acha
Evaluation Perceptual Color Edge Detection Algorithms. CGIV/MCS (2010)
Irene Fondón, Carmen Serrano, Begoña Acha
Perceptually Adapted Color-Texture Image Segmentation Algorithm based on K-dimensional Multi-Step Region Growing. CGIV/MCS (2010)
Aurora Sáez, Begoña Acha, Carmen Serrano
Segmentation and classification of dermatological lesions. Medical Imaging: Computer-Aided Diagnosis (2010)
Carlos S. Mendoza, Carmen Serrano, Begoña Acha
Pattern Analysis of Dermoscopic Images Based on FSCM Color Markov Random Fields. ACIVS (2009)
Carmen Serrano, Begoña Acha
Pattern analysis of dermoscopic images based on Markov random fields. Pattern Recognit. 42 (6) (2009)
Cristina Suárez-Mejías, Begoña Acha, Carmen Serrano, C. Parra, T. Gómez
VirSSPA- A virtual reality tool for surgical planning workflow. Int. J. Comput. Assist. Radiol. Surg. 4 (2) (2009)
Tomás Gómez-Cía, Purificación Gacto-Sánchez, D. Sicilia, Cristina Suárez-Mejías, Begoña Acha, Carmen Serrano, C. Parra, J. De La Higuera
The virtual reality tool VirSSPA in planning DIEP microsurgical breast reconstruction. Int. J. Comput. Assist. Radiol. Surg. 4 (4) (2009)
Carlos S. Mendoza, Carmen Serrano, Begoña Acha
Scale invariant descriptors in pattern analysis of melanocytic lesions. ICIP (2009)
Begoña Acha, Carmen Serrano, Rangaraj M. Rangayyan, J. E. Leo Desautels
Detection of microcalcifications in mammograms using error of prediction and statistical measures. J. Electronic Imaging 18 (1) (2009)
Carlos S. Mendoza, Begoña Acha, Carmen Serrano, Tomás Gómez-Cía
Self-assessed Contrast-Maximizing Adaptive Region Growing. ACIVS (2009)
José Antonio Pérez-Carrasco, Carmen Serrano, Begoña Acha, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco
Event based vision sensing and processing. ICIP (2008)
Irene Fondón, Carmen Serrano, Begoña Acha
Segmentation of Skin Cancer Images Based on Multistep Region Growing. MVA (2007)
Irene Fondón, Carmen Serrano, Begoña Acha
Color and texture based segmentation algorithm for multicolor textured images. VISAPP (1) (2007)
Irene Fondón, Begoña Acha, Carmen Serrano, Manuel Sosa
New Characteristics for the Classification of Burns: Experimental Study. ICIAR (2) (2006)
Begoña Acha, Carmen Serrano, Sergio Palencia, Juan Jose Murillo
Classification of burn wounds using support vector machines. Medical Imaging: Image Processing (2004)
Carmen Serrano, Begoña Acha, Sergio Revuelto
2D adaptive filtering and region growing algorithm for the detection of microaneurysms in retinal angiograms. Medical Imaging: Image Processing (2004)
Carmen Serrano, Begoña Acha, José Ignacio Acha
Segmentation of burn images based on color and texture information. Medical Imaging: Image Processing (2003)
Begoña Acha, Carmen Serrano, José I. Acha, Laura M. Roa
CAD Tool for Burn Diagnosis. IPMI (2003)
Begoña Acha, Carmen Serrano
Automatic detection of microaneurysms in retinal angiograms. CARS (2003)
Begoña Acha-Piñero, Carmen Serrano, José Ignacio Acha
Segmentation of burn images using the L*u*v* space and classification of their depths by color and texture imformation. Medical Imaging: Image Processing (2002)
Carmen Serrano, Begoña Acha-Piñero, Rangaraj M. Rangayyan, Laura M. Roa
Segmentation-based lossless compression of burn wound images. J. Electronic Imaging 10 (3) (2001)
Carmen Serrano, Begoña Acha, Rangaraj M. Rangayyan
Segmentation-Based Lossless Compression for Color Images. ICIAP (1999)