Publications

EffBaGAN: an efficient balancing GAN for Earth observation in data scarcity scenarios

MarblingPredictor: A software to analyze the quality of dry-cured ham slices

27th European Conference on Artificial Intelligence (ECAI 2024)

Randomised-crossover clinical trial on the substantivity of a single application of a gel containing chlorhexidine and o-cymen-5-ol on the oral biofilm and saliva

Applications of Computer Vision, 2nd Edition

Enseñando pensamiento computacional con perspectiva de género en las escuelas

ResNeTS: a ResNet for Time Series Analysis of Sentinel-2 Data Applied to Grassland Plant-Biodiversity Prediction

Region-based multispectral image registration on heterogeneous computing platforms

5-bit Signed SRAM-Based In-Memory Computing Cell

Redes convolucionales basadas en escalado uniforme de dimensiones para la clasificación de imágenes multiespectrales

GAN-based data augmentation for the classification of remote sensing multispectral images

Powerline Detection and Characterization in General-Purpose Airborne LiDAR Surveys

Live Demonstration: A Mixed-Mode Signal CMOS Chip for Hyperdimensional Computing

Design of segmentation algorithms to recognize interested cells in microscopy biological images

OralImmunoAnalyser: a software tool to immunohistochemical assessment of oral leukoplakia using image segmentation and classification models

Software BreastAnalyser for the semi-automatic analysis of breast cancer immunohistochemical images

Simultaneous Multifrequency Demodulation for Single-Shot Multiple-Path ToF Imaging

Crawford, Kate (2023). Atlas de IA. Poder, política y costes planetarios de la inteligencia artificial Barcelona: Ned Ediciones

Downsampling GAN for Small Object Data Augmentation

Promoting equality in higher education computer programming courses through cooperative learning

A Summer School Session on Mastering Geospatial Artificial Intelligence: From Data Production to Artificial Intelligence Foundation Model Development and Downstream Applications

MSCF: Multi-Scale Canny Filter to Recognize Cells in Microscopic Images

Kalman Filter-Driven Blind Source Localization for Passive 3D ToF Imaging

Short-term anti-plaque effect of a cymenol mouthwash analysed using the DenTiUS Deep Plaque software: a randomised clinical trial

CT-based radiomics to predict KRAS mutation in CRC patients using a machine learning algorithm: a retrospective study

Visual Multi-Object Tracking through Deep Learning

A Confusion Matrix for Evaluating Feature Attribution Methods

Prospective comparison of SURF and binary keypoint descriptors for fast hyperspectral remote sensing registration

S2 -LOR: Supervised Stream Learning for Object Recognition

Few-Shot Image Classification for Automatic COVID-19 Diagnosis

Relation networks for few-shot video object detection

Depth Estimation and Image Restoration by Deep Learning from Defocused Images

Aprendizaxe de materias de programación e intelixencia artificial con perspectiva de xénero

Consensus Techniques for Unsupervised Binary Change Detection Using Multi-Scale Segmentation Detectors for Land Cover Vegetation Images

ResBaGAN: a Residual Balancing GAN with data augmentation for forest maping

A systematic overview of dental methods for age assessment in living individuals: from traditional to artificial intelligence-based approaches

Validation Analysis of Panoramic Dental Application (PDApp) Software as a Tool for Predicting Third Molar Eruption Based on Panoramic Radiograph Images

A few‑shot approach for COVID‑19 screening in standard and portable chest X‑ray images

Pseudo-Passive Time-of-Flight Imaging: Simultaneous Illumination, Communication, and 3D Sensing

Fast Time-Domain Super-Resolution for Single-Shot Multi-Path ToF Imaging

2HDED:NET for joint depth estimation and image deblurring from a single out-of-focus image

Providing female role models in STEM higher education careers, a teaching experience

XAS: Automatic yet eXplainable Age and Sex determination by combining imprecise per-tooth predictions

IDALib: a Python library for efficient image data augmentation

A full data augmentation pipeline for small object detection based on generative adversarial networks

Fast Multi-Object Tracking with Feature Pyramid and Region Proposal Networks

Low-cost mobile mapping system solution for traffic sign segmentation using Azure Kinect

Incremental Learning from Low-labelled Stream Data in Open-Set Video Face Recognition

Perspectiva de género en Inteligencia Artificial, una necesidad

Automatic marbling prediction of sliced dry-cured ham using image segmentation, texture analysis and regression

Design of a 5-bit SRAM-based In-Memory Computing Cell for Deep Learning Models

A 2-Tap Macro-Pixel-Based Indirect ToF CMOS Image Sensor for Multi-Frequency Demodulation

Spatiotemporal tubelet feature aggregation and object linking for small object detection in videos

High-Performance and Disruptive Computing in Remote Sensing: HDCRS-A New Working Group of the GRSS Earth Science Informatics Technical Committee

Deep learning for chronological age and sex prediction from dental panoramic radiographs

Design of CGAN Models for Multispectral Reconstruction in Remote Sensing

Tracking More Than 100 Arbitrary Objects at 25 FPS Through Deep Learning

Incremental Learning through Unsupervised Adaptation in Video Face Recognition

Proposal of a Single-Shot Multi-Frame Multi-Frequency CMOS ToF Sensor

Spatio-Temporal Object Detection from UAV On-Board Cameras

XIX CONFERENCIA DE LA ASOCIACIÓN ESPAÑOLA PARA LA INTELIGENCIA ARTIFICIAL (CAEPIA 20/21)

Predictive Potential of Anatomical Tooth Relationships for Determining Chronological Age Using a Semi-automated Approach

Automated description of the mandible shape by deep learning

ZFTool: A Software for Automatic Quantification of Cancer Cell Mass Evolution in Zebrafish

Towards a Self-sufficient Face Verification System

Build 3D Abstractions with Wireframes

Unha experiencia da introducción da perspectiva de xénero en materias de Intelixencia Artificial

Low Power CMOS vision sensor for foreground segmentation

Perspectiva de género en Inteligencia Artificial

SiamMT: Real-Time Arbitrary Multi-Object Tracking

Correlation-based ConvNet for Small Object Detection in Videos

An Adaptive Video-to-Video Face Identification System Based on Self-Training

CystAnalyser: A new software tool for the automatic detection and quantification of cysts in Polycystic Kidney and Liver Disease, and other cystic disorders

Gender perspective in Artificial Intelligence (AI)

GPU-Accelerated Registration of Hyperspectral Images Using KAZE Features

RoI Feature Propagation for Video Object Detection

Towards deep learning reliable gender estimation from dental panoramic radiographs

Texture Extraction Techniques for the Classification of Vegetation Species in Hyperspectral Imagery: Bag of Words Approach Based on Superpixels

Superpixel Segmentation of Remote Sensing Images using Waterpixels in Commodity Hardware

Deep Neural Networks for Chronological Age Estimation from OPG images

CMOS Vision Sensor for Background Subtraction

On-Chip Solar Energy Harvester and PMU with Cold Start-Up and Regulated Output Voltage for Biomedical Applications

In situ Evolution Pattern of Dental Plaque Through Plaque Indices by Imaging Analysis

Robust and fast scene recognition in robotics through the automatic identification of meaningful images

Generating Synthetic Images for Visual Attention Modeling

SURF-based registration for hyperspectral images

Incremental Learning Techniques within a Self-updating Approach for Face Verification in Video-Surveillance

Dataset Bias Exposed in Face Verification

Exploring the Registration of Remote Sensing Images using HSI-KAZE in Graphical Units

From line matching to 3D abstraction

Magnetic Resonance Imaging, texture analysis and regression techniques to non-destructively predict the quality characteristics of meat pieces

Time-of-Flight Pixel with Homodyne Phase Demodulation in Standard CMOS Technology

Live Demonstration: Deep Learning-Based Visual Tracking of Multiple Objects on a Low-Power Embedded System

On-Chip Solar Cell and PMU on the Same Substrate with Cold Start-Up from nW and 80 dB of Input Power Range for Biomedical Applications

Micro-Energy Harvesting System including a PMU and a Solar Cell on the same Substrate with Cold Start-Up from 2.38 nW and Input Power Range up to 10μW using Continuous MPPT

Natural interaction in virtual TV sets through the synergistic operation of low cost sensors

A multi-device version of the HYFMGPU algorithm for hyperspectral scenes registration

Extended attribute profiles on GPU applied to hyperspectral image classification

Wavelet-based Multicomponent Denoising Profile for the Classification of Hyperspectral Images

Deep Learning-Based Multiple Object Visual Tracking on Embedded System for IoT and Mobile Edge Computing Applications

Scene wireframes sketching for Unmanned Aerial Vehicles

Psychophysical evaluation of individual low-level feature influences on visual attention.

Outlier Detection for Line Matching

Deep Learning para detección y tracking de objetos en vídeo

Classification of color texture feature patterns extracted from cells in histological images of fish ovary

Scene Wireframes Sketching for Drones

Fully automatic teeth segmentation in adult OPG images

Multiclass Change Detection for Multidimensional Images in the Presence of Noise

STDnet: A ConvNet for Small Target Detection

In‐pixel analog memories for a pixel‐based background subtraction algorithm on CMOS vision sensors

New distributed virtual TV set architecture for a synergistic operation of sensors and improved interaction between real and virtual worlds

High validity of dental plaque indices by imaging analysis

DenTiUS Plaque: a web-based tool for quantifying dental plaque levels

Stacked autoencoders for multiclass change detection in hyperspectral images

GPU computation of Attribute Profiles for RS Image Classification

Towards a Multi-device Version of the HYFMGPU Algorithm for Hyperspectral Scenes Registration

Live Demonstration: Light Energy Harvesting System with an On-Chip Solar Cell and Cold Start-Up

Shannon Entropy as Background Dynamics Estimator In Foreground Detector Algorithms

Impact of Analog Memories Non-Idealities on the Performance of Foreground Detection Algorithms

Pulsed Time-of-Flight Pixel with on-Chip 20 klux Background Light Suppression in Standard CMOS Technology

Alignment of Hyperspectral Images Using KAZE Features

GPU-based segmentation of retinal blood vessels

Special issue on advances on smart camera architectures for real-time image processing

Caffe CNN-based classification of hyperspectral images on GPU

Improving zebrafish embryo xenotransplantation conditions by increasing incubation temperature and establishing a proliferation index with ZFTool

GPU Framework for Change Detection in Multitemporal Hyperspectral Images

Comparison of a massive and diverse collection of classifiers for oil spill detection in SAR images

Image Sharpness and Contrast Tuning in the Early Visual Pathway

Reconstrucción 3D densa de escenas utilizando una cámara monocular

Reconstrucción de imágenes tomográficas mediante Machine Learning

Scene wireframes sketching for UAVs

CUDA Multiclass Change Detection for Remote Sensing Hyperspectral Images using Extended Morphological Profiles

Transformada de Fourier aplicada al alineamiento de imágenes multidimensionales en GPU

Wavelet-based multicomponent denoising on GPU to improve the classification of hyperspectral images

Foreword to the special issue on pattern recognition and image analysis

Estimating rodent brain volume by a deformable contour model

GPU Framework for Change Detection in Multitemporal Hyperspectral Images

GPU Classification for Hyperspectral Images based on Convolutional Neural Networks

Dynamic Model of Switched-Capacitor DC-DC Converters in the Slow-Switching Limit including Charge Reusing

Effect of Temporal and Spatial Noise on the Performance of Hardware Oriented Background Extraction Algorithms

What do datasets say about saliency models?

Dynamic Whitening Saliency

Classification of agricultural soil parameters in India

Fourier-Mellin registration of two hyperspectral images

Analytical transfer equations for the spectral modelling of III-V multi-junction concentrator solar cells

Low Power CMOS Vision Sensor for Gaussian Pyramid Extraction

In the Quest of Vision-Sensors-on-Chip: Pre-Processing Sensors for Data Reduction

Influence of normalization and color space to color texture classification

GPU classification of remote-sensing images using kernel ELM and extended morphological profiles

On the use of nominal and ordinal classifiers for the discrimination of states of development in fish oocytes

Machine learning for the management of agricultural soil data

HypeRvieW: an open source desktop application for hyperspectral remote-sensing data processing

Aprendizaxe baseada na prestación de servizos de administración informática na USC

Dynamic joint model of capacitive charge pumps and on-chip photovoltaic cells for CMOS micro-energy harvesting

Exploring the impact of wavelet-based denoising in the classification of remote sensing hyperspectral images

Preliminary evaluation of the Kinect V2 sensor for its use in virtual TV sets with natural interaction

Aprendizaje basado en la prestación de servicios de administración informática en la USC

Govocitos: a software tool for estimating fish fecundity based on digital analysis of histological images

Determination of the most relevant images for scene recognition in mobile robotics

GPU-accelerated Level-Set Segmentation

Interacción natural en museos, un caso real de estudio: Desarrollo de un módulo para la exposición “Juego de Neuronas”

Live Demonstration: Wireless Sensor Network For Snail Pest Detection

Dynamic Model of On-Chip Inverting Capacitive Charge Pumps with Charge Reusing

Time-of-Flight Chip in Standard CMOS Technology with In-Pixel Adaptive Number of Accumulations

Design for Maximum Power Transfer Efficiency of Thermoelectric Generators using Mixed Mode Simulations

Study of the Thermoelectric Properties of Non-Typical Semiconductor Materials with Conventional CAD Tools

Image Feature Extraction Acceleration

Fast and Accurate Circle Tracking Using Active Contour Models

Effects of retinal DoG filters on natural images in terms of contrast, entropy and spatial correlation

Demo: Mask and Maskless Face Classification System to Detect Breach Protocols in the Operating Room

Diseño de video juegos como herramienta pedagógica en la enseñanza de la asignatura Computación Gráfica.

System for Medical Mask Detection in the Operating Room Through Facial Attributes

A Multi-platform Graphical Software for Determining Reproductive Parameters in Fishes Using Histological Image Analysis

Pattern Recognition and Image Analysis

Retinal DOG filters: high-pass or high-frequency enhancing filters?

Retinal DOG filters: effects of the discretization process

Efficient ELM-Based Techniques for the Classification of Hyperspectral Remote Sensing Images on Commodity GPUs

Wavelet Based Classification of Hyperspectral Images using Extended Morphological Profiles on Graphics Processing Units

Live Demonstration: Gaussian Pyramid Extraction with a CMOS Vision Sensor

Dark Current Optimization of 4-Transistor Topologies in Standard CMOS Technologies for Time-of-Flight Sensors

Mejora en las condiciones técnicas de xenotransplantes en pez cebra: temperatura e índice de proliferación

Capacitance-based Wireless Sensor Mote for Snail Pest Detection

Distance Measurement Error in Time-of-Flight Sensors Due to Shot Noise

Four-transistor pinned photodiodes in standard CMOS technologies for time-of-flight sensors

ELM-based Spectral-Spatial Classification of Hyperspectral Images using Extended Morphological Profiles and Composite Feature Mappings

Wireless Sensor Mote for Snail Pest Detection

A 26.5 nJ/px 2.64 Mpx/s CMOS Vision Sensor for Gaussian Pyramid Extraction

Clasificación Supervisada de Imágenes de Sensado Remoto en GPU

Fan/cone beam CT: visualisation and applications for non-clinical X-ray imaging

Simplification and Hardware Implementation of the Feature Descriptor Vector Calculation in the SIFT Algorithm

Wavelet denoising to improve the quality of SEM images

The Dickson Charge Pump as Voltage Booster for Light Energy Harvesting on CMOS Vision Chips

Custom Design of Pinned Photodiodes in Standard CMOS Technologies for Time-of-Flight Sensors

Gaussian Pyramid Extraction with a CMOS Vision Sensor

Efficient Classification of Hyperspectral Images on Commodity GPUs using ELM-based Techniques

Global image features for scene recognition invariant to symmetrical reflections in robotics

Evaluation of real-time LBP computing in multiple architectures

Dark Current in Standard CMOS Pinned Photodiodes for Time-of-Flight Sensors

Spectral-Spatial Classification of Hyperspectral Images Using Wavelets and Extended Morphological Profiles

Split and Shift Methodology on Cellular Processor Arrays: Area Saving versus Time Penalty

Form Factor Improvement of Smart-Pixels for Vision Sensors through 3-D Vertically-Integrated Technologies

Direct Kernel Perceptron (DKP): ultra-fast kernel ELM-based classification with non-iterative closed-form weight calculation

Exploring ELM-based spatial–spectral classification of hyperspectral images

Computing Efficiently Spectral-Spatial Classification of Hyperspectral Images on Commodity GPUs

Voltage Boosters for on-Chip Solar Cells on Focal-Plane Processors

Comparison of Photosensing Structures in CMOS Standard Technology for Time-of-Flight Sensors

Efficient 2D and 3D Watershed on Graphics Processing Unit: Block-Asynchronous Approaches Based on Cellular Automata

A New Radial Symmetry Measure Applied to Photogrammetry

A hierarchical vision processing architecture oriented to 3D integration of smart camera chips

A hybrid method based on level set and 3D region growing for segmentation of the thoracic aorta

Multiresolution rendering based on gpgpu computing

A 176 X 120 Pixel CMOS Vision Chip for Gaussian Filtering with Massivelly Parallel CDS and A/D-Conversion.

Exhaustive comparison of color texture features and classification methods to discriminate cells categories in histological images of fish ovary

Bivariate kernel smoothers. Applications in thoracic aorta pathology.

Dynamic Saliency from Adaptative Whitening

Detection and Matching of Lines for Close-Range Photogrammetry

Fast Implementation of a New Radial Symmetry Measure for Photogrammetry

Experimental characterization of peripheral photocurrent in CMOS photodiodes down to 65 nm technology

CMOS-3D Smart Imager Architectures for Feature Detection

Design of a smart camera system on a single chip in 3D integrated circuit technology

Adaptive thresholding algorithm based on SAR images and wind data to segment oil spills along the northwest coast of the Iberian Peninsula

Influencia de las mesetas en la implementación de watershed sobre GPUs

Proyección del método de segmentación del conjunto de nivel en GPU

Efficient segmentation of hyperspectral images on commodity GPUs

Memory Hierarchy Optimization for Large Tridiagonal System Solvers on GPU

Efficient GPU Asynchronous Implementation of a Watershed Algorithm Based on Cellular Automata

SIMD/MIMD dynamically-reconfigurable architecture for high-performance embedded vision systems

Feature detection and matching on an SIMD/MIMD hybrid embedded processor

GPU-based infrared thermography for NDE of minefields

The Split-and-Merge Method in General Purpose Computation on GPUs

On the relationship between optical variability, visual saliency and eye fixations: a computational approach

Scale- and rotation-invariant feature detectors on Cellular Processor Arrays

In-Pixel Generation of Gaussian Pyramid Images by Block Reusing in 3D-CMOS

Evolutionary Intelligence in Asphalt Pavement Modelling

A CMOS-3D Reconfigurable Architecture with In-pixel Processing for Feature Detectors

Towards Real-Time Hyperspectral Image Processing: A GPGPU Implementation of Target Identification

Towards the optimal hardware architecture for Computer Vision

Saliency from hierarchical adaptation through decorrelation and variance normalization

Efficient segmentation of hyperspectral images on commodity GPUs

Implementación de modelos de fotodiodos en lenguajes de descripción hardware de señal mixta

Performance analysis of massively parallel embedded hardware architectures for retinal image processing

Towards Real-time Hyperspectral Image Processing, a GP-GPU Implementation of Target Identification

Common scab detection on potatoes using an infrared hyperspectral imaging

Switched-Capacitor Networks for Scale-Space Generation

Non-Destructive Detection of Hollow Heart in Potatoes Using Hyperspectral Imaging

Modeling and experimental results of short-channel annular MOS transistors

Selecting the Best Tridiagonal System Solver Projected on Multi-Core CPU and GPU Platforms

Rapid Infrared Multi-Spectral Systems Design using a Hyperspectral Benchmarking Framework

Statistical and Wavelet based texture features for fish oocytes classification

Scene Recognition through Visual Attention and Image Features: A comparison between SIFT and SURF Approaches

Heat Transfer for NDE: Landmine Detection

Analytical model for P-N junctions under point source illumination

Photoresponse model for photodiode-based CMOS APS in 180nm and 90nm technologies

In-Pixel ADC for a Vision Architecture on CMOS-3D Technology

An own-developed CT/DR system for visualization and defect recognition in NDT

A New Multiresolution Blob Detector Applied to Photogrammetry

A New Multiresolution Blob Detector Applied to Photogrammetry

FPGA computation of the 3D heat equation

Fast weight calculation for kernel-based perceptron in two-class classification problems

Handling Incomplete Information in an Evolutionary Environment

A Parallel Perceptron network for classification with direct calculation of the weights optimizing error and margin

Scene Recognition using Visual Attention, Invariant Local Features and Visual Landmarks

GPU detectors for interference cancellation in chaos-based CDMA communications

A 3D Chip Architecture for Optical Sensing and Concurrent Processing

Offset-Compensated Comparator with Full-Input Range in 150nm FDSOI CMOS-3D Technology

Handsheet for Full-Custom Circuit Design

A 2D model for radiation-hard CMOS annular transistors

Experimental analysis of CMOS short-channel gate enclosed transistors

On-chip retinal image processing: performance analysis on different approaches

Efficient software-hardware 3D heat equation solver with applications on the non-destructive evaluation of minefields

Effect of Mismatch on the Reliability of ON/OFF-Programmable CNNs

Proyección de Algoritmos de Resolución de Sistemas Tridiagonales en la Tarjeta Gráfica

FPGA-Accelerated Retinal Vessel-Tree Extraction

An Efficient FPGA Implementation of a DT-CNN for Small Image Gray-scale Pre-processing

A Digital Cellular-Based System for Retinal Vessel-Tree Extraction

A study of CMOS radiation tolerant transistors using Green functions

Non-destructive soil inspection using an efficient 3D software-hardware heat equation solver

Quality of the Information: The application in the winification process in wine production

Wine vinification prediction using data mining tools

Analytical model of short-channel gate enclosed transistors using Green functions

Quantum Wavelet Transforms of Any Order

A dc I-V model for short-channel polygonal enclosed-layout transistors

Enclosed layout transistors in saturation

Modeling and simulation of CMOS APS

An FPGA-based Topographic Computer for Binary Image Processing

CNN Technology for Spatiotemporal Signal Processing

Efficient software-hardware 3D heat equation solver with applications on the non-destructive evaluation of minefields

Single Instruction Multiple Data and Cellular Non-linear Networks as Fine-Grained Parallel Solutions for Early Vision on FPGAs

Sensitivity of photodiode-based CMOS APS in 0.18um technology: peripheral collection and optimum dimension

Discrete Time Cellular Non-linear Networks Implementation over FPGA

Bottom collection of photodiode-based CMOS APS

SIMD Array on FPGA for B/W Image Processing

Template-Oriented Hardware Design based on Shape Analysis of 2D CNN Operators in CNN Template Libraries and Applications

DT-CNN emulator: 3D heat equation solver with applications on the non-destructive soil inspection

FPGA-based hardware accelerator of the heat equation with applications on infrared thermography

Motion representation using composite energy features

Proceedings of the IEEE International Workshop on Cellular Neural Networks and their Applications: Preface

Compression of high resolution 1D & 2D NMR data sets using JPEG2000

A novel model of bottom-up visual attention using local energy

Local Energy Saliency for Bottom-Up Visual Attention

Soft-Hard 3D FD-TD solver for non destructive evaluation

Verification of Split&Shift Techniques for CNN Hardware Reduction

Improved Analytical I-V Model for polygonal-shape enclosed layout transistors

Relating Cellular Non-linear Networks to Threshold Logic and Single Instruction Multiple Data Computing Models

Area and Time Efficient Cellular Non-linear Networks

CNN Implementation of Spin Filters for Electronic Speckle Pattern Interferometry Applications

Diseño de sensores ópticos CMOS y dispositivos electrónicos para procesado de imágenes en tiempo real

Visual Task Identification and Characterization Using Polynomial Models

Automatic detection and classification of grains of pollen based on shape and texture