World's Best Scientists 2026 revealed!
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Computer Science
Spain
2025

D-Index & Metrics

Computer Science

D-Index
54
Citations
10426
World Ranking
4618
National Ranking
62

Research.com Recognitions

  • 2025 - Research.com Computer Science in Spain Leader Award
  • 2022 - Research.com Computer Science in Spain Leader Award
  • 2016 - Fellow of the International Association for Pattern Recognition (IAPR) For contributions to computer vision, machine learning, egocentric vision, life-logging, and medical imaging

Overview

Petia Radeva is affiliated with the University of Barcelona in Spain. Their work spans across main fields of study including Computer Science and Medicine, with significant contributions in subfields such as Artificial Intelligence, Computer Vision and Pattern Recognition, Radiology, Nuclear Medicine and Imaging, Biomedical Engineering, and Media Technology.

Their recent publications cover a variety of topics and venues. Notable papers include:

  • A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME, 2024, Advanced Intelligent Systems
  • Data preparation for artificial intelligence in medical imaging: A comprehensive guide to open-access platforms and tools, 2021, Physica Medica
  • CoLe-CNN: Context-learning convolutional neural network with adaptive loss function for lung nodule segmentation, 2020, Computer Methods and Programs in Biomedicine
  • Waste management using an automatic sorting system for carrot fruit based on image processing technique and improved deep neural networks, 2021, Energy Reports
  • Grading and fraud detection of saffron via learning-to-augment incorporated Inception-v4 CNN, 2022, Food Control

Frequent coauthors associated with Radeva's research include Bhalaji Nagarajan, Eduardo Aguilar, Ahmad AlMughrabi, Ahmed Salih, and Ilaria Boscolo Galazzo.

They have published extensively in prominent venues such as arXiv (Cornell University), SSRN Electronic Journal, Pattern Recognition Letters, Computers in Biology and Medicine, and Expert Systems with Applications.

Radeva's contributions also extend to book publications. Published by Springer Science+Business Media are two editions of Computer Vision, Imaging and Computer Graphics Theory and Applications (2022 and 2023). Additionally, they contributed to Digital Health Technology for Better Aging, published by Springer International Publishing in 2021.

The researcher's main topics cover areas such as Advanced Chemical Sensor Technologies, Human Pose and Action Recognition, Anomaly Detection Techniques and Applications, Radiomics and Machine Learning in Medical Imaging, Machine Learning and Data Classification, Nutritional Studies and Diet, and Advanced Image Fusion Techniques.

Radeva received recognition as a Fellow of the International Association for Pattern Recognition (IAPR) in 2016 for contributions to computer vision, machine learning, egocentric vision, life-logging, and medical imaging.

Best Publications

  • Human activity recognition from accelerometer data using a wearable device

    Pierluigi Casale;Oriol Pujol;Petia Radeva

  • On the Decoding Process in Ternary Error-Correcting Output Codes

    S. Escalera;O. Pujol;P. Radeva

  • Discriminant ECOC: a heuristic method for application dependent design of error correcting output codes

    O. Pujol;P. Radeva;J. Vitria

  • Traffic Sign Recognition Using Evolutionary Adaboost Detection and Forest-ECOC Classification

    X. Baro;S. Escalera;J. Vitria;O. Pujol

  • A Convolutional Neural Network for Automatic Characterization of Plaque Composition in Carotid Ultrasound.

    Karim Lekadir;Alfiia Galimzianova;Àngels Betriu;Maria del Mar Vila

  • Personalization and user verification in wearable systems using biometric walking patterns

    Pierluigi Casale;Oriol Pujol;Petia Radeva

  • Deformable B-Solids and Implicit Snakes for 3D Localization and Tracking of SPAMM MRI Data

    Petia Radeva;Amir A. Amini;Jiantao Huang

  • Toward Storytelling From Visual Lifelogging: An Overview

    Marc Bolanos;Mariella Dimiccoli;Petia Radeva

  • Standardized evaluation methodology and reference database for evaluating IVUS image segmentation

    Simone Balocco;Carlo Gatta;Francesco Ciompi;Andreas Wahle

  • Separability of ternary codes for sparse designs of error-correcting output codes

    Sergio Escalera;Oriol Pujol;Petia Radeva

  • Subclass Problem-Dependent Design for Error-Correcting Output Codes

    S. Escalera;D.M.J. Tax;O. Pujol;P. Radeva

  • SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks

    Md. Mostafa Kamal Sarker;Hatem A. Rashwan;Farhan Akram;Syeda Furruka Banu

  • Grab, Pay, and Eat: Semantic Food Detection for Smart Restaurants

    Eduardo Aguilar;Beatriz Remeseiro;Marc Bolanos;Petia Radeva

  • Data preparation for artificial intelligence in medical imaging: A comprehensive guide to open-access platforms and tools.

    Oliver Diaz;Kaisar Kushibar;Richard Osuala;Akis Linardos

  • SRBF: Speckle reducing bilateral filtering.

    Simone Balocco;Carlo Gatta;Oriol Pujol;Josepa Mauri

  • Distance Learning for Similarity Estimation

    Jie Yu;J. Amores;N. Sebe;P. Radeva

  • Tag surface reconstruction and tracking of myocardial beads from SPAMM-MRI with parametric B-spline surfaces

    A.A. Amini;Yasheng Chen;M. Elayyadi;P. Radeva

  • Blurred Shape Model for binary and grey-level symbol recognition

    Sergio Escalera;Alicia Fornés;Oriol Pujol;Petia Radeva

  • New insight into intestinal motor function via noninvasive endoluminal image analysis.

    Carolina Malagelada;Fosca De Iorio;Fernando Azpiroz;Anna Accarino

  • Generic feature learning for wireless capsule endoscopy analysis

    Santi Segu;Michal Drozdzal;Guillem Pascual;Petia Radeva

  • Towards Storytelling from Visual Lifelogging: An Overview

    Marc Bolaños;Mariella Dimiccoli;Petia Radeva

Frequent Co-Authors

Oriol Pujol
Oriol Pujol University of Barcelona
Sergio Escalera
Sergio Escalera University of Barcelona
Francesco Ciompi
Francesco Ciompi Radboud University
Nicolai Petkov
Nicolai Petkov University of Groningen
Nicu Sebe
Nicu Sebe University of Trento
Jasjit S. Suri
Jasjit S. Suri University of Idaho
Francisco Casacuberta
Francisco Casacuberta Universitat Politècnica de València
Cathal Gurrin
Cathal Gurrin Dublin City University
Josep Lladós
Josep Lladós Autonomous University of Barcelona
Robert P. W. Duin
Robert P. W. Duin Delft University of Technology

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