28 citations · 46 across the 11 of their papers we have counts for
6 papers · 1 filter
Diagnosis Support of Sickle Cell Anemia by Classifying Red Blood Cell Shape in Peripheral Blood Images
Wilkie Delgado-Font, Miriela Escobedo-Nicot, Manuel González-Hidalgo +3
Red blood cell (RBC) deformation is the consequence of several diseases, including sickle cell anemia, which causes recurring episodes of pain and severe pronounced anemia. Monitor…
Geometric-Based Nail Segmentation for Clinical Measurements
Bernat Galmés, Gabriel Moyà-Alcover, Pedro Bibiloni +2
A robust segmentation method that can be used to perform measurements on toenails is presented. The proposed method is used as the first step in a clinical trial to objectively qua…
Meta-evaluating stability measures: MAX-Senstivity & AVG-Sensitivity
Miquel Miró-Nicolau, Antoni Jaume-i-Capó, Gabriel Moyà-Alcover
The use of eXplainable Artificial Intelligence (XAI) systems has introduced a set of challenges that need resolution. The XAI robustness, or stability, has been one of the goals of…
Assessing Fidelity in XAI post-hoc techniques: A Comparative Study with Ground Truth Explanations Datasets
M. Miró-Nicolau, A. Jaume-i-Capó, G. Moyà-Alcover
The evaluation of the fidelity of eXplainable Artificial Intelligence (XAI) methods to their underlying models is a challenging task, primarily due to the absence of a ground truth…
Dealing with sequences in the RGBDT space
Gabriel Moyà, Antoni Jaume-i-Capó, Javier Varona
Most of the current research in computer vision is focused on working with single images without taking in account temporal information. We present a probabilistic non-parametric m…
Modelling depth for nonparametric foreground segmentation using RGBD devices
Gabriel Moyà-Alcover, Ahmed Elgammal, Antoni Jaume-i-Capó +1
The problem of detecting changes in a scene and segmenting the foreground from background is still challenging, despite previous work. Moreover, new RGBD capturing devices include…