Gonzalo Pajares

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 30

Top Venues

Expert Syst. Appl.

Appl. Soft Comput.

Comput. Electron. Agric.

CoRR

Publications

Clara I. López-González, María José Gómez-Silva, Eva Besada-Portas, Gonzalo Pajares
Preserving the Essential Features in CNNs: Pruning and Analysis. CAEPIA (2024)
Fredy Barrientos-Espillco, María José Gómez-Silva, Eva Besada-Portas, Gonzalo Pajares
Integration of object detection and semantic segmentation based on convolutional neural networks for navigation and monitoring of cyanobacterial blooms in lentic water scenes. Appl. Soft Comput. 163 (2024)
Clara I. López-González, María José Gómez-Silva, Eva Besada-Portas, Gonzalo Pajares
Layer factor analysis in convolutional neural networks for explainability. Appl. Soft Comput. 150 (2024)
Clara I. López-González, Esther Gascó, Fredy Barrientos-Espillco, Eva Besada-Portas, Gonzalo Pajares
Filter pruning for convolutional neural networks in semantic image segmentation. Neural Networks 169 (2024)
Clara I. López-González, María José Gómez-Silva, Eva Besada-Portas, Gonzalo Pajares
Analyzing and interpreting convolutional neural networks using latent space topology. Neurocomputing 593 (2024)
Fredy Barrientos-Espillco, Esther Gascó, Clara I. López-González, María J. Gómez-Silva, Gonzalo Pajares
Semantic segmentation based on Deep learning for the detection of Cyanobacterial Harmful Algal Blooms (CyanoHABs) using synthetic images. Appl. Soft Comput. 141 (2023)
María Vera, María José Gómez-Silva, Vicente Vera, Clara I. López-González, Ignacio Aliaga, Esther Gascó, Vicente Vera-González, María Pedrera-Canal, Eva Besada-Portas, Gonzalo Pajares
Artificial Intelligence Techniques for Automatic Detection of Peri-implant Marginal Bone Remodeling in Intraoral Radiographs. J. Imaging Inform. Medicine 36 (5) (2023)
J. A. García-Pulido, Gonzalo Pajares, Sebastián Dormido
UAV Landing Platform Recognition Using Cognitive Computation Combining Geometric Analysis and Computer Vision Techniques. Cogn. Comput. 15 (2) (2023)
Salvador Hinojosa, Diego Oliva, Erik Cuevas, Gonzalo Pajares, Daniel Zaldivar, Marco A. Pérez Cisneros
Reducing overlapped pixels: a multi-objective color thresholding approach. Soft Comput. 24 (9) (2020)
Ignacio Aliaga, Vicente Vera, María Vera, Enrique García, María Pedrera, Gonzalo Pajares
Automatic computation of mandibular indices in dental panoramic radiographs for early osteoporosis detection. Artif. Intell. Medicine 103 (2020)
Sara Perez-Carabaza, Eva Besada-Portas, José Antonio López Orozco, Gonzalo Pajares
Minimum Time Search in Real-World Scenarios Using Multiple UAVs with Onboard Orientable Cameras. J. Sensors 2019 (2019)
Salvador Hinojosa, Diego Oliva, Erik Cuevas, Gonzalo Pajares, Omar Ávalos, Jorge Gálvez
Correction to: Improving multi-criterion optimization with chaos: a novel Multi-Objective Chaotic Crow Search Algorithm. Neural Comput. Appl. 29 (8) (2018)
Salvador Hinojosa, Omar Ávalos, Diego Oliva, Erik Cuevas, Gonzalo Pajares, Daniel Zaldivar, Jorge Gálvez
Unassisted thresholding based on multi-objective evolutionary algorithms. Knowl. Based Syst. 159 (2018)
Salvador Hinojosa, Diego Oliva, Erik Cuevas, Gonzalo Pajares, Omar Ávalos, Jorge Gálvez
Improving multi-criterion optimization with chaos: a novel Multi-Objective Chaotic Crow Search Algorithm. Neural Comput. Appl. 29 (8) (2018)
Salvador Hinojosa, Diego Oliva, Erik Cuevas, Marco A. Pérez Cisneros, Gonzalo Pajares
Real-time video thresholding using evolutionary techniques and cross entropy. EAIS (2018)
Diego Oliva, Salvador Hinojosa, Erik Cuevas, Gonzalo Pajares, Omar Ávalos, Jorge Gálvez
Cross entropy based thresholding for magnetic resonance brain images using Crow Search Algorithm. Expert Syst. Appl. 79 (2017)
José Miguel Guerrero, José Jaime Ruz, Gonzalo Pajares
Crop rows and weeds detection in maize fields applying a computer vision system based on geometry. Comput. Electron. Agric. 142 (2017)
Irene Alepuz, Jorge Cabrejas, Jose F. Monserrat, Alvaro G. Perez, Gonzalo Pajares, Roberto Gimenez
Use of mobile network analytics for application performance design. TMA (2017)
J. A. García-Pulido, Gonzalo Pajares, Sebastián Dormido, Jesús Manuel de la Cruz
Recognition of a landing platform for unmanned aerial vehicles by using computer vision-based techniques. Expert Syst. Appl. 76 (2017)
Yerania Campos, Humberto Sossa, Gonzalo Pajares
Spatio-temporal analysis for obstacle detection in agricultural videos. Appl. Soft Comput. 45 (2016)
Gonzalo Pajares, Iván D. García-Santillán, Yerania Campos, Martín Montalvo, José Miguel Guerrero, Luis Emmi, Juan Romeo, María Guijarro, Pablo González de Santos
Machine-Vision Systems Selection for Agricultural Vehicles: A Guide. J. Imaging 2 (4) (2016)
Jesús Conesa-Muñoz, Gonzalo Pajares, Angela Ribeiro
Mix-opt: A new route operator for optimal coverage path planning for a fleet in an agricultural environment. Expert Syst. Appl. 54 (2016)
Yerania Campos, Erik Rodner, Joachim Denzler, Humberto Sossa, Gonzalo Pajares
Vegetation Segmentation in Cornfield Images Using Bag of Words. ACIVS (2016)
Javier Arroyo, María Guijarro, Gonzalo Pajares
An instance-based learning approach for thresholding in crop images under different outdoor conditions. Comput. Electron. Agric. 127 (2016)
Raúl Correal, Gonzalo Pajares, José Jaime Ruz
A Matlab-Based Testbed for Integration, Evaluation and Comparison of Heterogeneous Stereo Vision Matching Algorithms. Robotics 5 (4) (2016)
Kristina Ibáñez, María Guijarro, Gonzalo Pajares, Alfonso Valencia
A computational approach inspired by simulated annealing to study the stability of protein interaction networks in cancer and neurological disorders. Data Min. Knowl. Discov. 30 (1) (2016)
Raúl Correal, Gonzalo Pajares, José Jaime Ruz
Autonomy for ground-level robotic space exploration: framework, simulation, architecture, algorithms and experiments. Robotica 34 (2) (2016)
Gonzalo Pajares
: Multidisciplinary Open Access in Image Acquisition, Processing and Understanding. J. Imaging 1 (1) (2015)
María Guijarro, I. Riomoros, Gonzalo Pajares, P. Zitinski
Discrete wavelets transform for improving greenness image segmentation in agricultural images. Comput. Electron. Agric. 118 (2015)
Diego Oliva, Valentín Osuna-Enciso, Erik Valdemar Cuevas Jiménez, Gonzalo Pajares, Marco A. Pérez Cisneros, Daniel Zaldivar
Improving segmentation velocity using an evolutionary method. Expert Syst. Appl. 42 (14) (2015)
Diego Oliva, Erik Valdemar Cuevas Jiménez, Gonzalo Pajares, Daniel Zaldivar
Template matching using an improved electromagnetism-like algorithm. Appl. Intell. 41 (3) (2014)
Gonzalo Pajares
Sensors and Technologies in Spain: State-of-the-Art. Sensors 14 (8) (2014)
Raúl Correal, Gonzalo Pajares, José Jaime Ruz
Automatic expert system for 3D terrain reconstruction based on stereo vision and histogram matching. Expert Syst. Appl. 41 (4) (2014)
Diego Oliva, Erik Cuevas, Gonzalo Pajares, Daniel Zaldivar, Valentín Osuna-Enciso
A Multilevel Thresholding algorithm using electromagnetism optimization. Neurocomputing 139 (2014)
Pablo Lanillos, Seng Keat Gan, Eva Besada-Portas, Gonzalo Pajares, Salah Sukkarieh
Multi-UAV target search using decentralized gradient-based negotiation with expected observation. Inf. Sci. 282 (2014)
Erik Cuevas, Diego Oliva, Daniel Zaldivar, Marco A. Pérez Cisneros, Gonzalo Pajares
Opposition Based ElectromagnetismLike for Global Optimization. CoRR (2014)
Diego Oliva, Erik Cuevas, Gonzalo Pajares, Daniel Zaldivar, Valentín Osuna-Enciso
A multilevel thresholding algorithm using Electromagnetism Optimization. CoRR (2014)
Luis Emmi, Mariano Gonzalez-de-Soto, Gonzalo Pajares, Pablo González de Santos
Integrating Sensory/Actuation Systems in Agricultural Vehicles. Sensors 14 (3) (2014)
Juan Romeo, Gonzalo Pajares, Martín Montalvo, José Miguel Guerrero, María Guijarro, Jesús Manuel de la Cruz
A new Expert System for greenness identification in agricultural images. Expert Syst. Appl. 40 (6) (2013)
Martín Montalvo, José Miguel Guerrero, Juan Romeo, Luis Emmi, María Guijarro, Gonzalo Pajares
Automatic expert system for weeds/crops identification in images from maize fields. Expert Syst. Appl. 40 (1) (2013)
Erik Cuevas, Diego Oliva, Margarita Díaz, Daniel Zaldivar, Marco A. Pérez Cisneros, Gonzalo Pajares
White Blood Cell Segmentation by Circle Detection Using Electromagnetism-Like Optimization. Comput. Math. Methods Medicine 2013 (2013)
Juan Romeo, José Miguel Guerrero, Martín Montalvo, Luis Emmi, María Guijarro, Pablo González de Santos, Gonzalo Pajares
Camera Sensor Arrangement for Crop/Weed Detection Accuracy in Agronomic Images. Sensors 13 (4) (2013)
Diego Oliva, Erik Cuevas, Gonzalo Pajares, Daniel Zaldivar, Marco A. Pérez Cisneros
Multilevel Thresholding Segmentation Based on Harmony Search Optimization. J. Appl. Math. 2013 (2013)
Daniela Xavier, Federico Morán, Rubén Fuentes-Fernández, Gonzalo Pajares
Modelling knowledge strategy for solving the DNA sequence annotation problem through CommonKADS methodology. Expert Syst. Appl. 40 (10) (2013)
Clara Higuera, Gonzalo Pajares, Javier Tamames, Federico Morán
Expert system for clustering prokaryotic species by their metabolic features. Expert Syst. Appl. 40 (15) (2013)
María Guijarro, Rubén Fuentes-Fernández, P. Javier Herrera, Ángela Ribeiro, Gonzalo Pajares
New unsupervised hybrid classifier based on the fuzzy integral: applied to natural textured images. IET Comput. Vis. 7 (4) (2013)
Martín Montalvo, José Miguel Guerrero, Juan Romeo, María Guijarro, Jesús Manuel de la Cruz, Gonzalo Pajares
Acquisition of Agronomic Images with Sufficient Quality by Automatic Exposure Time Control and Histogram Matching. ACIVS (2013)
Luis Emmi, Leonel Paredes-Madrid, Angela Ribeiro, Gonzalo Pajares, Pablo González de Santos
Fleets of robots for precision agriculture: a simulation environment. Ind. Robot 40 (1) (2013)
Gonzalo Pajares, Andrea Peruzzi, Pablo González de Santos
Sensors in Agriculture and Forestry. Sensors 13 (9) (2013)
José Miguel Guerrero, María Guijarro, Martín Montalvo, Juan Romeo, Luis Emmi, Angela Ribeiro, Gonzalo Pajares
Automatic expert system based on images for accuracy crop row detection in maize fields. Expert Syst. Appl. 40 (2) (2013)
Gonzalo Pajares
Sensors in Collaboration Increase Individual Potentialities. Sensors 12 (4) (2012)
Gonzalo Pajares, Carlos López-Martínez, F. Javier Sánchez-Lladó, Iñigo Molina
Improving Wishart Classification of Polarimetric SAR Data Using the Hopfield Neural Network Optimization Approach. Remote. Sens. 4 (11) (2012)
Martín Montalvo, Gonzalo Pajares, José Miguel Guerrero, Juan Romeo, María Guijarro, Angela Ribeiro, José Jaime Ruz, Jesús Manuel de la Cruz
Automatic detection of crop rows in maize fields with high weeds pressure. Expert Syst. Appl. 39 (15) (2012)
José Miguel Guerrero, Gonzalo Pajares, Martín Montalvo, Juan Romeo, María Guijarro
Support Vector Machines for crop/weeds identification in maize fields. Expert Syst. Appl. 39 (12) (2012)
Pablo Lanillos, Eva Besada-Portas, Gonzalo Pajares, José Jaime Ruz
Minimum time search for lost targets using cross entropy optimization. IROS (2012)
Iñigo Molina, Estibaliz Martinez, Agueda Arquero, Gonzalo Pajares, Javier Sánchez
Evaluation of a Change Detection Methodology by Means of Binary Thresholding Algorithms and Informational Fusion Processes. Sensors 12 (3) (2012)
P. Javier Herrera, Gonzalo Pajares, María Guijarro, José Jaime Ruz, Jesús Manuel de la Cruz
Combining Support Vector Machines and simulated annealing for stereovision matching with fish eye lenses in forest environments. Expert Syst. Appl. 38 (7) (2011)
Gonzalo Pajares, Javier Sánchez-Lladó, Carlos López-Martínez
Fuzzy Cognitive Maps Applied to Synthetic Aperture Radar Image Classifications. ACIVS (2011)
María Guijarro, Gonzalo Pajares, P. Javier Herrera, Jesús Manuel de la Cruz
Performance Analysis of Fuzzy Aggregation Operations for Combining Classifiers for Natural Textures in Images. HAIS (2) (2011)
P. Javier Herrera, Gonzalo Pajares, María Guijarro
A segmentation method using Otsu and fuzzy k-Means for stereovision matching in hemispherical images from forest environments. Appl. Soft Comput. 11 (8) (2011)
Antonia Macedo-Cruz, Gonzalo Pajares, Matilde Santos, Isidro Villegas-Romero
Crops after Frost Damage. Sensors 11 (6) (2011)
Alberto Tellaeche, Gonzalo Pajares, Xavier P. Burgos-Artizzu, Angela Ribeiro
A computer vision approach for weeds identification through Support Vector Machines. Appl. Soft Comput. 11 (1) (2011)
Nadir Sainz-Costa, Angela Ribeiro, Xavier P. Burgos-Artizzu, María Guijarro, Gonzalo Pajares
Mapping Wide Row Crops with Video Sequences Acquired from a Tractor Moving at Treatment Speed. Sensors 11 (7) (2011)
P. Javier Herrera, Gonzalo Pajares, María Guijarro, José Jaime Ruz, Jesús Manuel de la Cruz
A Stereovision Matching Strategy for Images Captured with Fish-Eye Lenses in Forest Environments. Sensors 11 (2) (2011)
Gonzalo Pajares, María Guijarro, P. Javier Herrera
A motivational teaching-learning process based on the student's interest: High level of education. EUROCON (2011)
David Sanchez-Benitez, Jesús Manuel de la Cruz, Gonzalo Pajares, Dawei Gu
Visual Control of a Remote Vehicle. ICIRA (2) (2011)
Gonzalo Pajares
Advances in Sensors Applied to Agriculture and Forestry. Sensors 11 (9) (2011)
Angela Ribeiro, Juan Ranz, Xavier P. Burgos-Artizzu, Gonzalo Pajares, Maria J. Sanchez del Arco, Luis Navarrete
An Image Segmentation Based on a Genetic Algorithm for Determining Soil Coverage by Crop Residues. Sensors 11 (6) (2011)
P. Javier Herrera, Gonzalo Pajares, María Guijarro
A Combined Strategy Using FMCDM for Textures Segmentation in Hemispherical Images from Forest Environments. CAEPIA (2011)
Xavier P. Burgos-Artizzu, Angela Ribeiro, Alberto Tellaeche, Gonzalo Pajares, César Fernández-Quintanilla
Analysis of natural images processing for the extraction of agricultural elements. Image Vis. Comput. 28 (1) (2010)
Gonzalo Pajares
Sensors: New Challenges in Spain. Sensors 10 (5) (2010)
Richard Gottschalk, Xavier P. Burgos-Artizzu, Angela Ribeiro, Gonzalo Pajares, Álvaro Sánchez Miralles
Real-time image processing for the guidance of a small agricultural field inspection vehicle. Int. J. Intell. Syst. Technol. Appl. 8 (1/2/3/4) (2010)
María Isabel Riomoros, María Guijarro, Gonzalo Pajares, P. Javier Herrera, Xavier P. Burgos-Artizzu, Angela Ribeiro
Automatic image segmentation of greenness in crop fields. SoCPaR (2010)
Gonzalo Pajares, María Guijarro, Angela Ribeiro
A Hopfield Neural Network for combining classifiers applied to textured images. Neural Networks 23 (1) (2010)
Gloria Díaz, Gonzalo Pajares, Eduardo Romero, Juan Alvarez-Linera, Eva López, Juan Antonio Hernández Tamames, Norberto Malpica
The Effect of the Normalization Strategy on Voxel-Based Analysis of DTI Images: A Pattern Recognition Based Assessment. Brain Informatics (2010)
P. Javier Herrera, Gonzalo Pajares, María Guijarro, José Jaime Ruz, Jesús Manuel de la Cruz
Combination of Attributes in Stereovision Matching for Fish-Eye Lenses in Forest Analysis. ACIVS (2009)
Alfonso Sánchez-Beato, Gonzalo Pajares
Robust Super-Resolution Using a Median Filter for Irregular Samples. IbPRIA (2009)
Pablo Lanillos, Gonzalo Pajares, José Jaime Ruz, Jesús Manuel de la Cruz
Environmental Surface Boundary Tracking and Description using a UAV with Vision. ETFA (2009)
María Guijarro, Gonzalo Pajares
On combining classifiers through a fuzzy multicriteria decision making approach: Applied to natural textured images. Expert Syst. Appl. 36 (3) (2009)
Pedro Javier Herrera, Gonzalo Pajares, María Guijarro, José Jaime Ruz, Jesús Manuel de la Cruz, Fernando Montes
A Featured-Based Strategy for Stereovision Matching in Sensors with Fish-Eye Lenses for Forest Environments. Sensors 9 (12) (2009)
Gonzalo Pajares, José Jaime Ruz, Jesús Manuel de la Cruz
Image change detection from difference image through deterministic simulated annealing. Pattern Anal. Appl. 12 (2) (2009)
Rubén Fuentes-Fernández, María Guijarro, Gonzalo Pajares
A Multi-Agent System Architecture for Sensor Networks. Sensors 9 (12) (2009)
P. Javier Herrera, Gonzalo Pajares, María Guijarro, José Jaime Ruz, Jesús Manuel de la Cruz
Fuzzy Multi-Criteria Decision Making in Stereovision Matching for Fish-Eye Lenses in Forest Analysis. IDEAL (2009)
María Guijarro, Gonzalo Pajares, P. Javier Herrera
Image-Based Airborne Sensors: A Combined Approach for Spectral Signatures Classification through Deterministic Simulated Annealing. Sensors 9 (9) (2009)
Alberto Tellaeche, Xavier P. Burgos-Artizzu, Gonzalo Pajares, Angela Ribeiro
A vision-based method for weeds identification through the Bayesian decision theory. Pattern Recognit. 41 (2) (2008)
Xavier P. Burgos-Artizzu, Angela Ribeiro, Alberto Tellaeche, Gonzalo Pajares
Optimisation of natural images processing using different evolutionary algorithms. IEEE Congress on Evolutionary Computation (2008)
María Guijarro, Gonzalo Pajares, P. Javier Herrera
On Combining Classifiers by Relaxation for Natural Textures in Images. HAIS (2008)
Alfonso Sánchez-Beato, Gonzalo Pajares
Noniterative Interpolation-Based Super-Resolution Minimizing Aliasing in the Reconstructed Image. IEEE Trans. Image Process. 17 (10) (2008)
Gonzalo Pajares, Alfonso Sánchez-Beato, Jesús Manuel de la Cruz, José Jaime Ruz
A Neural Network Model for Image Change Detection Based on Fuzzy Cognitive Maps. IbPRIA (1) (2007)
José Jaime Ruz, Orlando Arévalo, Gonzalo Pajares, Jesús Manuel de la Cruz
Decision making among alternative routes for UAVs in dynamic environments. ETFA (2007)
José Jaime Ruz, Orlando Arévalo, Jesús Manuel de la Cruz, Gonzalo Pajares
Using MILP for UAVs Trajectory Optimization under Radar Detection Risk. ETFA (2006)
Gonzalo Pajares
A Hopfield Neural Network for Image Change Detection. IEEE Trans. Neural Networks 17 (5) (2006)
Gonzalo Pajares, Jesús Manuel de la Cruz
Fuzzy Cognitive Maps for stereovision matching. Pattern Recognit. 39 (11) (2006)
Gonzalo Pajares, José Jaime Ruz, Jesús Manuel de la Cruz
Performance Analysis of Homomorphic Systems for Image Change Detection. IbPRIA (1) (2005)
Gonzalo Pajares, Jesús Manuel de la Cruz
A wavelet-based image fusion tutorial. Pattern Recognit. 37 (9) (2004)
Gonzalo Pajares, Jesús Manuel de la Cruz
On combining support vector machines and simulated annealing in stereovision matching. IEEE Trans. Syst. Man Cybern. Part B 34 (4) (2004)
Gonzalo Pajares, Jesús Manuel de la Cruz
Stereovision matching through support vector machine. Pattern Recognit. Lett. 24 (15) (2003)
Matilde Santos, Gonzalo Pajares, M. Portela, Jesús Manuel de la Cruz
A New Wavelets Image Fusion Strategy. IbPRIA (2003)
Gonzalo Pajares, Jesús Manuel de la Cruz
A Probabilistic Neural Network for Attribute Selection in Stereovision Matching. Neural Comput. Appl. 11 (2) (2002)
Gonzalo Pajares, Jesús Manuel de la Cruz
The non-parametric Parzen's window in stereo vision matching. IEEE Trans. Syst. Man Cybern. Part B 32 (2) (2002)

Gonzalo Pajares.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Gonzalo Pajares