Domenec Puig

248 papers B 15C 7Misc 1Journal 112Unranked 113
YearRankTypeTitle / Venue / Authors
2026 J jnl
M-TabNet: A Transformer-Based Multi-Encoder for Early Neonatal Birth Weight Prediction Using Multimodal Data.
IEEE J. Biomed. Health Informatics
Muhammad Mursil, Hatem A. Rashwan, Luis Santos-Calderon, Pere Cavallé-Busquets, Michelle M. Murphy, Domenec Puig
2025 J jnl
A two-stage progressive deep segmentation network for tumor detection in breast ultrasound images.
Multim. Tools Appl.
Nadeem Zaidkilani, Mohamed Abdel-Nasser, Miguel Ángel García, Domenec Puig
2025 J jnl
CoAtUNet: A symmetric encoder-decoder with hybrid transformers for semantic segmentation of breast ultrasound images.
Neurocomputing
Nadeem Zaidkilani, Miguel Ángel García, Domenec Puig
2025 J jnl
CoHAtNet: An integrated convolutional-transformer architecture with hybrid self-attention for end-to-end camera localization.
Image Vis. Comput.
Hussein Hasan, Miguel Ángel García, Hatem A. Rashwan, Domenec Puig
2025 J jnl
Correction to: Implicit regularization of a deep augmented neural network model for human motion prediction.
Appl. Intell.
Gaurav Kumar Yadav, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig, Gora Chand Nandi
2025 — conf
Cross-Site Relational Distillation for Enhanced MRI Segmentation.
VISIGRAPP (3): VISAPP
Eddardaa Ben Loussaief, Mohammed Ayad, Hatem A. Rashwan, Domenec Puig
2025 J jnl
DAR-MDE: Depth-Attention Refinement for Multi-Scale Monocular Depth Estimation.
J. Sens. Actuator Networks
Saddam Abdulwahab, Hatem A. Rashwan, Moumen T. El-Melegy, Domenec Puig
2025 J jnl
Efficient crack segmentation with multi-decoder networks and enhanced feature fusion.
Eng. Appl. Artif. Intell.
Ammar M. Okran, Hatem A. Rashwan, Adel Saleh, Domenec Puig
2025 J jnl
Interpretable deep neural networks for advancing early neonatal birth weight prediction using multimodal maternal factors.
J. Biomed. Informatics
Muhammad Mursil, Hatem A. Rashwan, Adnan Khalid, Pere Cavallé-Busquets, Luis Santos-Calderon, Michelle M. Murphy, Domenec Puig
2025 — conf
Learning-Based Reconstruction of Under-Sampled MRI Data Using End-to-End Deep Learning in Comparison to CS.
VISIGRAPP (3): VISAPP
Adnan Khalid, Husnain Shahid, Hatem A. Rashwan, Domenec Puig
2025 J jnl
M-TabNet: A Multi-Encoder Transformer Model for Predicting Neonatal Birth Weight from Multimodal Data.
CoRR
Muhammad Mursil, Hatem A. Rashwan, Luis Santos-Calderon, Pere Cavallé-Busquets, Michelle M. Murphy, Domenec Puig
2025 J jnl
Online dimensionality reduction through stacked generalization of spectral methods with deep networks.
Mach. Learn.
Juan Carlos Alvarado-Pérez, Miguel Ángel García, Domenec Puig
2025 — conf
Towards Breast Cancer Recurrence Prediction Using Transformer-Based Learning from Global-Local Radiomics and Clinical Data.
Deep-Breath@MICCAI
Adnan Khalid, Muhammad Mursil, Fabrice Mériaudeau, Ibrahima Faye, Alain Lalande, Domenec Puig, Hatem A. Rashwan
2025 — conf
Towards Breast Tumor Aggressiveness Classification in Digital Mammograms Using Boundary-Aware Segmentation and Feature Analysis.
MIUA (2)
Adnan Khalid, Muhammad Mursil, Ammar M. Okran, Josep Guma Padro, Carlos López Pablo, Domenec Puig, Hatem A. Rashwan
2025 — conf
Transformer-Based Bi-encoder for Early Neonatal Birth Weight Prediction Using Maternal Nutritional and Health Insights.
AIME (2)
Muhammad Mursil, Hatem A. Rashwan, Adnan Khalid, Luis Santos-Calderon, Pere Cavallé-Busquets, Michelle M. Murphy, Domenec Puig
2025 J jnl
UltrasODM: A Dual Stream Optical Flow Mamba Network for 3D Freehand Ultrasound Reconstruction.
CoRR
Mayank Anand, Ujair Alam, Surya Prakash, Priya Shukla, Gora Chand Nandi, Domenec Puig
2025 B conf
Unsupervised Domain Adaptation with Contrastive Learning for Classifying Breast Lesions in Mammograms.
CBMS
Mariam M. Hassan, Mohamed Ragab, Mohamed Abdel-Nasser, Domenec Puig
2024 J jnl
3D-IncNet: Head and Neck (H&N) Primary Tumors Segmentation and Survival Prediction.
IEEE J. Biomed. Health Informatics
Abdul Qayyum, Abdesslam Benzinou, Imran Razzak, Moona Mazher, Thanh Thi Nguyen, Domenec Puig, Fatemeh Vafaee
2024 J jnl
A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge.
CoRR
Ezequiel de la Rosa, Mauricio Reyes, Sook-Lei Liew, Alexandre Hutton, Roland Wiest, Johannes Kaesmacher, Uta Hanning, Arsany Hakim, Richard Zubal, Waldo Valenzuela, David Robben, Diana Maria Sima, Vincenzo Anania, Arne Brys, James A. Meakin, Anne Mickan, Gabriel Broocks, Christian Heitkamp, Shengbo Gao, Kongming Liang, Ziji Zhang, Md Mahfuzur Rahman Siddiquee, Andriy Myronenko, Pooya Ashtari, Sabine Van Huffel, Hyun-su Jeong, Chiho Yoon, Chulhong Kim, Jiayu Huo, Sébastien Ourselin, Rachel Sparks, Albert Clèrigues, Arnau Oliver, Xavier Lladó, Liam F. Chalcroft, Ioannis Pappas, Jeroen Bertels, Ewout Heylen, Juliette Moreau, Nima Hatami, Carole Frindel, Abdul Qayyum, Moona Mazher, Domenec Puig, Shao-Chieh Lin, Chun-Jung Juan, Tianxi Hu, Lyndon Boone, Maged Goubran, Yi-Jui Liu, Susanne Wegener, Florian Kofler, Ivan Ezhov, Suprosanna Shit, Moritz Roman Hernandez Petzsche, Bjoern H. Menze, Jan S. Kirschke, Benedikt Wiestler
2024 J jnl
Adaptive Affinity-Based Generalization For MRI Imaging Segmentation Across Resource-Limited Settings.
CoRR
Eddardaa Ben Loussaief, Mohammed Ayad, Domenec Puig, Hatem A. Rashwan
2024 — conf
Advanced Diabetic Retinopathy Classification: Integrating Pathological Indicators Segmentation and Morphological Feature Analysis.
OMIA@MICCAI
Saif Khalid Musluh, Ammar M. Okran, Saddam Abdulwahab, Domenec Puig, Hatem A. Rashwan
2024 J jnl
Classifying Breast Tumors in Digital Tomosynthesis by Combining Image Quality-Aware Features and Tumor Texture Descriptors.
Mach. Learn. Knowl. Extr.
Loay Hassan, Mohamed Abdel-Nasser, Adel Saleh, Domenec Puig
2024 — conf
Deep Self-supervised Learning for Ultra-widefield Fundus Image Quality Assessment.
UWF4DR@MICCAI
Ammar M. Okran, Saif Khalid Musluh, Saddam Abdulwahab, Domenec Puig, Hatem A. Rashwan
2024 J jnl
Deep learning-based survival prediction of brain tumor patients using attention-guided 3D convolutional neural network with radiomics approach from multimodality magnetic resonance imaging.
Int. J. Imaging Syst. Technol.
Moona Mazher, Abdul Qayyum, Domenec Puig, Mohamed Abdel-Nasser
2024 J jnl
Designing an adaptive cost function for dynamic human pose predictions.
Multim. Tools Appl.
Gaurav Kumar Yadav, Domenec Puig, Gora Chand Nandi
2024 J jnl
Dimension Reduction of Multidimensional Structured and Unstructured Datasets through Ensemble Learning of Neural Embeddings.
Adv. Intell. Syst.
Juan Carlos Alvarado-Pérez, Miguel Ángel García, Domenec Puig
2024 J jnl
Dual-Stream CoAtNet models for accurate breast ultrasound image segmentation.
Neural Comput. Appl.
Nadeem Zaidkilani, Miguel Ángel García, Domenec Puig
2024 — conf
Enhanced Crack Segmentation Network: Leveraging Multi-Dimensional Attention.
CCIA
Ammar M. Okran, Hatem A. Rashwan, Domenec Puig
2024 J jnl
FGR-Net: Interpretable fundus image gradeability classification based on deep reconstruction learning.
Expert Syst. Appl.
Saif Khalid, Hatem A. Rashwan, Saddam Abdulwahab, Mohamed Abdel-Nasser, Facundo Manuel Quiroga, Domenec Puig
2024 J jnl
FGR-Net:Interpretable fundus imagegradeability classification based on deepreconstruction learning.
CoRR
Saif Khalid, Hatem A. Rashwan, Saddam Abdulwahab, Mohamed Abdel-Nasser, Facundo Manuel Quiroga, Domenec Puig
2024 — conf
Impact of Maternal Nutrition on Neonatal Birthweight: A Machine Learning Study.
CCIA
Muhammad Mursil, Hatem A. Rashwan, Luis Santos-Calderon, Michelle M. Murphy, Domenec Puig
2024 J jnl
Maternal Nutritional Factors Enhance Birthweight Prediction: A Super Learner Ensemble Approach.
Inf.
Muhammad Mursil, Hatem A. Rashwan, Pere Cavallé-Busquets, Luis Santos-Calderon, Michelle M. Murphy, Domenec Puig
2024 — conf
Optimising Region of Interest Registration for Multiple-Tissue Whole Slide Images.
WBIR
Alessio Fiorin, Laia Adalid Llansa, Elena Goyda, Vincenzo Della Mea, Anna Korzynska, Shrief Abdelazeez, Ramon Bosch Príncep, Alba Fischer Carles, Noèlia Gallardo Borràs, Marylène Lejeune, Daniel Mata Cano, Domenec Puig, Hatem A. Rashwan, Esther Sauras Colón, Mikel Relloso Ortiz de Uriarte, Laia Reverté Calvet, Carlos López Pablo
2024 — conf
Reliable DL-Based Referable Diabetic Retinopathy and Diabetic Macular Edema Detection Using Ultra-widefield Fundus Images.
UWF4DR@MICCAI
Saif Khalid Musluh, Ammar M. Okran, Saddam Abdulwahab, Hatem A. Rashwan, Domenec Puig
2024 — conf
SynthRetina: Revolutionizing Fundus Image Analysis Through Synthetic Data Enhancement.
CCIA
Najwa Sharaf, Hatem A. Rashwan, Saddam Abdulwahab, Domenec Puig
2024 J jnl
VISTA: vision improvement via split and reconstruct deep neural network for fundus image quality assessment.
Neural Comput. Appl.
Saif Khalid, Saddam Abdulwahab, Oscar Agustín Stanchi, Facundo Manuel Quiroga, Franco Ronchetti, Domenec Puig, Hatem A. Rashwan
2024 — conf
Weakly Supervised Localization of Mammograms for Dense Breast Tissues.
CCIA
Ammar M. Okran, Shaima Algabli, Hatem A. Rashwan, Domenec Puig
2023 J jnl
Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge.
IEEE J. Biomed. Health Informatics
Carlos Martín-Isla, Víctor M. Campello, Cristian Izquierdo, Kaisar Kushibar, Carla Sendra-Balcells, Polyxeni Gkontra, Alireza Sojoudi, Mitchell J. Fulton, Tewodros Weldebirhan Arega, Kumaradevan Punithakumar, Lei Li, Xiaowu Sun, Yasmina Al Khalil, Di Liu, Sana Jabbar, Sandro F. Queiros, Francesco Galati, Moona Mazher, Zheyao Gao, Marcel Beetz, Lennart Tautz, Christoforos Galazis, Marta Varela, Markus Hüllebrand, Vicente Grau, Xiahai Zhuang, Domenec Puig, Maria A. Zuluaga, Hassan Mohy-ud-Din, Dimitris N. Metaxas, Marcel Breeuwer, Rob J. van der Geest, Michelle Noga, Stéphanie Bricq, Mark E. Rentschler, Andrea Guala, Steffen E. Petersen, Sergio Escalera, José F. Rodríguez Palomares, Karim Lekadir
2023 J jnl
Deep Monocular Depth Estimation Based on Content and Contextual Features.
Sensors
Saddam Abdulwahab, Hatem A. Rashwan, Najwa Sharaf, Saif Khalid, Domenec Puig
2023 J jnl
Detecting Breast Tumors in Tomosynthesis Images Utilizing Deep Learning-Based Dynamic Ensemble Approach.
Comput.
Loay Hassan, Adel Saleh, Vivek Kumar Singh, Domenec Puig, Mohamed Abdel-Nasser
2023 J jnl
Fetal brain tissue annotation and segmentation challenge results.
Medical Image Anal.
Kelly Payette, Hongwei Bran Li, Priscille de Dumast, Roxane Licandro, Hui Ji, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Hao Liu, Yuchen Pei, Lisheng Wang, Ying Peng, Juanying Xie, Huiquan Zhang, Guiming Dong, Hao Fu, Guotai Wang, ZunHyan Rieu, Donghyeon Kim, Hyun Gi Kim, Davood Karimi, Ali Gholipour, Helena R. Torres, Bruno Oliveira, João L. Vilaça, Yang Lin, Netanell Avisdris, Ori Ben-Zvi, Dafna Ben-Bashat, Lucas Fidon, Michael Aertsen, Tom Vercauteren, Daniel Sobotka, Georg Langs, Mireia Alenyà, Maria Inmaculada Villanueva, Oscar Camara, Bella Specktor-Fadida, Leo Joskowicz, Liao Weibin, Lv Yi, Xuesong Li, Moona Mazher, Abdul Qayyum, Domenec Puig, Hamza Kebiri, Zelin Zhang, Xinyi Xu, Dan Wu, Kuanlun Liao, Yixuan Wu, Jintai Chen, Yunzhi Xu, Li Zhao, Lana Vasung, Bjoern H. Menze, Meritxell Bach Cuadra, András Jakab
2023 J jnl
GCNDepth: Self-supervised monocular depth estimation based on graph convolutional network.
Neurocomputing
Armin Masoumian, Hatem A. Rashwan, Saddam Abdulwahab, Julián Cristiano, M. Salman Asif, Domenec Puig
2023 — conf
Grading Diabetic Retinopathy Using Transfer Learning-Based Convolutional Neural Networks.
CISIM
José Escorcia-Gutierrez, Jose Cuello, Margarita Gamarra, Pere Romero-Aroca, Eduardo Caicedo, Aïda Valls, Domenec Puig
2023 J jnl
Implicit regularization of a deep augmented neural network model for human motion prediction.
Appl. Intell.
Gaurav Kumar Yadav, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig, Gora Chand Nandi
2023 J jnl
Knowledge Distillation for Adaptive MRI Prostate Segmentation Based on Limit-Trained Multi-Teacher Models.
CoRR
Eddardaa Ben Loussaief, Hatem A. Rashwan, Mohammed Ayad, Mohammed Zakaria Hassan, Domenec Puig
2023 — conf
Stacking Up for Success: A Cascade Network Model for Efficient Road Crack Segmentation.
CCIA
Ammar M. Okran, Adel Saleh, Domenec Puig, Hatem A. Rashwan
2023 J jnl
T-YOLO: Tiny Vehicle Detection Based on YOLO and Multi-Scale Convolutional Neural Networks.
IEEE Access
Daniel Padilla Carrasco, Hatem A. Rashwan, Miguel Ángel García, Domenec Puig
2022 — conf
A Curated Dataset for Crack Image Analysis: Experimental Verification and Future Perspectives.
CCIA
Ammar M. Okran, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig
2022 J jnl
An Enhanced Scheme for Reducing the Complexity of Pointwise Convolutions in CNNs for Image Classification Based on Interleaved Grouped Filters without Divisibility Constraints.
Entropy
Joao Paulo Schwarz Schuler, Santiago Romani Also, Domenec Puig, Hatem A. Rashwan, Mohamed Abdel-Nasser
2022 — conf
Analysis of Pre-trained Convolutional Neural Network Models in Diabetic Retinopathy Detection Through Retinal Fundus Images.
CISIM
José Escorcia-Gutierrez, Jose Cuello, Carlos Barraza, Margarita Gamarra, Pere Romero-Aroca, Eduardo Caicedo, Aïda Valls, Domenec Puig
2022 — conf
Analyzing the Reliability of Different Machine Radiomics Features Considering Various Segmentation Approaches in Lung Cancer CT Images.
CCIA
Maryam Tahmooresi, Mohamed Abdel-Nasser, Domenec Puig
2022 — conf
Automatic Semi-supervised Left Atrial Segmentation Using Deep-Supervision 3DResUnet with Pseudo Labeling Approach for LAScarQS 2022 Challenge.
LAScarQS@MICCAI
Moona Mazher, Abdul Qayyum, Mohamed Abdel-Nasser, Domenec Puig
2022 — conf
Breast Tumor Classification in Digital Tomosynthesis Based on Deep Learning Radiomics.
CCIA
Loay Hassan, Mohamed Abdel-Nasser, Adel Saleh, Domenec Puig
2022 J jnl
Effective Approaches to Fetal Brain Segmentation in MRI and Gestational Age Estimation by Utilizing a Multiview Deep Inception Residual Network and Radiomics.
Entropy
Moona Mazher, Abdul Qayyum, Domenec Puig, Mohamed Abdel-Nasser
2022 B conf
Effective Deep Learning-Based Ensemble Model for Road Crack Detection.
IEEE Big Data
Ammar M. Okran, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig
2022 J jnl
Efficient deep learning-based semantic mapping approach using monocular vision for resource-limited mobile robots.
Neural Comput. Appl.
Aditya Singh, Raghav Narula, Hatem A. Rashwan, Mohamed Abdel-Nasser, Domenec Puig, Gora Chand Nandi
2022 J jnl
Fetal Brain Tissue Annotation and Segmentation Challenge Results.
CoRR
Kelly Payette, Hongwei Li, Priscille de Dumast, Roxane Licandro, Hui Ji, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Hao Liu, Yuchen Pei, Lisheng Wang, Ying Peng, Juanying Xie, Huiquan Zhang, Guiming Dong, Hao Fu, Guotai Wang, ZunHyan Rieu, Donghyeon Kim, Hyun Gi Kim, Davood Karimi, Ali Gholipour, Helena R. Torres, Bruno Oliveira, João L. Vilaça, Yang Lin, Netanell Avisdris, Ori Ben-Zvi, Dafna Ben-Bashat, Lucas Fidon, Michael Aertsen, Tom Vercauteren, Daniel Sobotka, Georg Langs, Mireia Alenyà, Maria Inmaculada Villanueva, Oscar Camara, Bella Specktor-Fadida, Leo Joskowicz, Weibin Liao, Lv Yi, Xuesong Li, Moona Mazher, Abdul Qayyum, Domenec Puig, Hamza Kebiri, Zelin Zhang, Xinyi Xu, Dan Wu, Kuanlun Liao, Yixuan Wu, Jintai Chen, Yunzhi Xu, Li Zhao, Lana Vasung, Bjoern H. Menze, Meritxell Bach Cuadra, András Jakab
2022 J jnl
Monocular Depth Estimation Using Deep Learning: A Review.
Sensors
Armin Masoumian, Hatem A. Rashwan, Julián Cristiano, M. Salman Asif, Domenec Puig
2022 J jnl
Monocular depth map estimation based on a multi-scale deep architecture and curvilinear saliency feature boosting.
Neural Comput. Appl.
Saddam Abdulwahab, Hatem A. Rashwan, Miguel Ángel García, Armin Masoumian, Domenec Puig
2022 — conf
Predicting Personalized Quality of Life of an Intellectually Disabled Person Utilizing Machine Learning.
CCIA
Gaurav Kumar Yadav, Benigno Moreno Vidales, Sara Dueñas, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig, Gora Chand Nandi
2022 — conf
Referenceless Image Quality Assessment Utilizing Deep Transfer-Learned Features.
CCIA
Basma Ahmed, Osama Ahmed Omer, Amal Rashed, Domenec Puig, Mohamed Abdel-Nasser
2022 — conf
Towards Cross-Sites Generalization for Prostate MRI Segmentation to Unseen Data.
CCIA
Eddardaa Ben Loussaief, Domenec Puig
2022 — conf
Transformer-Based Radiomics for Predicting Breast Tumor Malignancy Score in Ultrasonography.
CCIA
Mohamed A. Hassanien, Vivek Kumar Singh, Domenec Puig, Mohamed Abdel-Nasser
2021 J jnl
A color fusion model based on Markowitz portfolio optimization for optic disc segmentation in retinal images.
Expert Syst. Appl.
José Escorcia-Gutierrez, Jordina Torrents-Barrena, Margarita Gamarra, Pedro Romero-Aroca, Aïda Valls, Domenec Puig
2021 J jnl
AWEU-Net: An Attention-Aware Weight Excitation U-Net for Lung Nodule Segmentation.
CoRR
Syeda Furruka Banu, Md. Mostafa Kamal Sarker, Mohamed Abdel-Nasser, Domenec Puig, Hatem A. Rashwan
2021 — conf
Absolute Distance Prediction Based on Deep Learning Object Detection and Monocular Depth Estimation Models.
CCIA
Armin Masoumian, David G. F. Marei, Saddam Abdulwahab, Julián Cristiano, Domenec Puig, Hatem A. Rashwan
2021 J jnl
Absolute distance prediction based on deep learning object detection and monocular depth estimation models.
CoRR
Armin Masoumian, David G. F. Marei, Saddam Abdulwahab, Julián Cristiano, Domenec Puig, Hatem A. Rashwan
2021 — conf
Automatic Segmentation of Head and Neck (H&N) Primary Tumors in PET and CT Images Using 3D-Inception-ResNet Model.
HECKTOR@MICCAI
Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Mohamed Abdel-Nasser, Domenec Puig
2021 — conf
Efficient Fundus Image Gradeability Approach Based on Deep Reconstruction-Classification Network.
CCIA
Saif Khalid, Saddam Abdulwahab, Hatem A. Rashwan, Julián Cristiano, Mohamed Abdel-Nasser, Domenec Puig
2021 J jnl
Efficient Multi-Organ Multi-Center Cell Nuclei Segmentation Method Based on Deep Learnable Aggregation Network.
Traitement du Signal
Loay Hassan, Adel Saleh, Mohamed Abdel-Nasser, Osama Ahmed Omer, Domenec Puig
2021 J jnl
Feature Extraction and Selection for Emotion Recognition from Electrodermal Activity.
IEEE Trans. Affect. Comput.
Jainendra Shukla, Miguel Barreda-Ángeles, Joan Oliver, Gora Chand Nandi, Domenec Puig
2021 J jnl
GCNDepth: Self-supervised Monocular Depth Estimation based on Graph Convolutional Network.
CoRR
Armin Masoumian, Hatem A. Rashwan, Saddam Abdulwahab, Julián Cristiano, Domenec Puig
2021 — conf
Grouped Pointwise Convolutions Significantly Reduces Parameters in EfficientNet.
CCIA
Joao Paulo Schwarz Schuler, Santiago Romaní, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig
2021 — conf
Lesion Detection in Breast Tomosynthesis Using Efficient Deep Learning and Data Augmentation Techniques.
CCIA
Loay Hassan, Mohamed Abdel-Nasser, Adel Saleh, Domenec Puig
2021 — conf
Multi-disease, Multi-view and Multi-center Right Ventricular Segmentation in Cardiac MRI Using Efficient Late-Ensemble Deep Learning Approach.
STACOM@MICCAI
Moona Mazher, Abdul Qayyum, Abdesslam Benzinou, Mohamed Abdel-Nasser, Domenec Puig
2021 — conf
No-Reference Digital Image Quality Assessment Based on Structure Similarity.
CCIA
Basma Ahmed, Mohamed Abdel-Nasser, Osama Ahmed Omer, Amal Rashed, Domenec Puig
2021 — conf
On Determining Suitable Embedded Devices for Deep Learning Models.
CCIA
Daniel Padilla, Hatem A. Rashwan, Domenec Puig
2021 J jnl
Promising Deep Semantic Nuclei Segmentation Models for Multi-Institutional Histopathology Images of Different Organs.
Int. J. Interact. Multim. Artif. Intell.
Loay Hassan, Adel Saleh, Mohamed Abdel-Nasser, Osama Ahmed Omer, Domenec Puig
2021 — conf
Promising Depth Map Prediction Method from a Single Image Based on Conditional Generative Adversarial Network.
CCIA
Saddam Abdulwahab, Hatem A. Rashwan, Armin Masoumian, Najwa Sharaf, Domenec Puig
2021 — conf
Prostate Cancer Delineation in MRI Images Based on Deep Learning: Quantitative Comparison and Promising Perspective.
CCIA
Eddardaa Ben Loussaief, Mohamed Abdel-Nasser, Domenec Puig
2021 — conf
Reliable Deep Learning Plant Leaf Disease Classification Based on Light-Chroma Separated Branches.
CCIA
Joao Paulo Schwarz Schuler, Santiago Romaní, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig
2021 J jnl
SLSNet: Skin lesion segmentation using a lightweight generative adversarial network.
Expert Syst. Appl.
Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Farhan Akram, Vivek Kumar Singh, Syeda Furruka Banu, Forhad U. H. Chowdhury, Kabir Ahmed Choudhury, Sylvie Chambon, Petia Radeva, Domenec Puig, Mohamed Abdel-Nasser
2021 — conf
WEU-Net: A Weight Excitation U-Net for Lung Nodule Segmentation.
CCIA
Syeda Furruka Banu, Md. Mostafa Kamal Sarker, Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig
2020 J jnl
A deep learning interpretable classifier for diabetic retinopathy disease grading.
Neurocomputing
Jordi de La Torre, Aïda Valls, Domenec Puig
2020 J jnl
Action representation and recognition through temporal co-occurrence of flow fields and convolutional neural networks.
Multim. Tools Appl.
Hatem A. Rashwan, Miguel Ángel García, Saddam Abdulwahab, Domenec Puig
2020 J jnl
Adversarial Learning for Depth and Viewpoint Estimation From a Single Image.
IEEE Trans. Circuits Syst. Video Technol.
Saddam Abdulwahab, Hatem A. Rashwan, Miguel Ángel García, Mohammed Jabreel, Sylvie Chambon, Domenec Puig
2020 J jnl
Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network.
Expert Syst. Appl.
Vivek Kumar Singh, Hatem A. Rashwan, Santiago Romaní, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Adel Saleh, Meritxell Arenas, Miguel Arquez, Domenec Puig, Jordina Torrents-Barrena
2020 J jnl
Breast tumor segmentation in ultrasound images using contextual-information-aware deep adversarial learning framework.
Expert Syst. Appl.
Vivek Kumar Singh, Mohamed Abdel-Nasser, Farhan Akram, Hatem A. Rashwan, Md. Mostafa Kamal Sarker, Nidhi Pandey, Santiago Romaní, Domenec Puig
2020 — conf
Channel-wise Aggregation with Self-correction Mechanism for Multi-center Multi-Organ Nuclei Segmentation in Whole Slide Imaging.
VISIGRAPP (4: VISAPP)
Mohamed Abdel-Nasser, Adel Saleh, Domenec Puig
2020 J jnl
Convexity shape constraints for retinal blood vessel segmentation and foveal avascular zone detection.
Comput. Biol. Medicine
José Escorcia-Gutierrez, Jordina Torrents-Barrena, Margarita Gamarra, Pedro Romero-Aroca, Aïda Valls, Domenec Puig
2020 J jnl
Hierarchical Approach to Classify Food Scenes in Egocentric Photo-Streams.
IEEE J. Biomed. Health Informatics
Estefanía Talavera, Maria Leyva-Vallina, Md. Mostafa Kamal Sarker, Domenec Puig, Nicolai Petkov, Petia Radeva
2020 J jnl
Machine Learning Based Method for Estimating Energy Losses in Large-Scale Unbalanced Distribution Systems with Photovoltaics.
Int. J. Interact. Multim. Artif. Intell.
Karar Mahmoud, Mohamed Abdel-Nasser, Heba Kashef, Domenec Puig, Matti Lehtonen
2020 — conf
Pectoral Muscle Segmentation in Tomosynthesis Images using Geometry Information and Grey Wolf Optimizer.
VISIGRAPP (5: VISAPP)
Mohamed Abdel-Nasser, Francesc Solsona, Domenec Puig
2019 — conf
A Modified Self-training Method for Adapting Domains in the Task of Food Classification.
VISIGRAPP (5: VISAPP)
Elnaz Jahani Heravi, Hamed H. Aghdam, Domenec Puig
2019 J jnl
Adversarial Learning with Multiscale Features and Kernel Factorization for Retinal Blood Vessel Segmentation.
CoRR
Farhan Akram, Vivek Kumar Singh, Hatem A. Rashwan, Mohamed Abdel-Nasser, Md. Mostafa Kamal Sarker, Nidhi Pandey, Domenec Puig
2019 J jnl
An Efficient Solution for Breast Tumor Segmentation and Classification in Ultrasound Images Using Deep Adversarial Learning.
CoRR
Vivek Kumar Singh, Hatem A. Rashwan, Mohamed Abdel-Nasser, Md. Mostafa Kamal Sarker, Farhan Akram, Nidhi Pandey, Santiago Romaní, Domenec Puig
2019 — conf
Assessing the Impact of a Preprocessing Stage on Deep Learning Architectures for Breast Tumor Multi-class Classification with Histopathological Images.
CARLA
Iván Calvo, Saúl Calderón Ramírez, Jordina Torrents-Barrena, Erick Muñoz, Domenec Puig
2019 — conf
Automated System for Breast Cancer Detection from Electronic Health Records.
CCIA
Mohamed Abdel-Nasser, Adel Saleh, Domenec Puig
2019 — conf
Effective 2D/3D Registration using Curvilinear Saliency Features and Multi-Class SVM.
VISIGRAPP (5: VISAPP)
Saddam Abdulwahab, Hatem A. Rashwan, Julián Cristiano, Sylvie Chambon, Domenec Puig
2019 J jnl
FCA-Net: Adversarial Learning for Skin Lesion Segmentation Based on Multi-Scale Features and Factorized Channel Attention.
IEEE Access
Vivek Kumar Singh, Mohamed Abdel-Nasser, Hatem A. Rashwan, Farhan Akram, Nidhi Pandey, Alain Lalande, Benoit Presles, Santiago Romaní, Domenec Puig
2019 — conf
FinSeg: Finger Parts Semantic Segmentation using Multi-scale Feature Maps Aggregation of FCN.
VISIGRAPP (5: VISAPP)
Adel Saleh, Hatem A. Rashwan, Mohamed Abdel-Nasser, Vivek Kumar Singh, Saddam Abdulwahab, Md. Mostafa Kamal Sarker, Miguel Ángel García, Domenec Puig
2019 — conf
Food Places Classification in Egocentric Images Using Siamese Neural Networks.
CCIA
Md. Mostafa Kamal Sarker, Syeda Furruka Banu, Hatem A. Rashwan, Mohamed Abdel-Nasser, Vivek Kumar Singh, Sylvie Chambon, Petia Radeva, Domenec Puig
2019 J jnl
Gait representation and recognition from temporal co-occurrence of flow fields.
Mach. Vis. Appl.
Hatem A. Rashwan, Miguel Ángel García, Sylvie Chambon, Domenec Puig
2019 J jnl
Hierarchical approach to classify food scenes in egocentric photo-streams.
CoRR
Estefanía Talavera, Maria Leyva-Vallina, Md. Mostafa Kamal Sarker, Domenec Puig, Nicolai Petkov, Petia Radeva
2019 — conf
MGNet: Depth Map Prediction from a Single Photograph Using a Multi-Generative Network.
CCIA
Saddam Abdulwahab, Hatem A. Rashwan, Najwa Sharaf, Domenec Puig
2019 — conf
Mass Detection in Mammograms Using a Robust Deep Learning Model.
CCIA
Vivek Kumar Singh, Mohamed Abdel-Nasser, Hatem A. Rashwan, Farhan Akram, Rami Haffar, Nidhi Pandey, Md. Mostafa Kamal Sarker, Sebastian Kohan, Josep Guma, Santiago Romaní, Domenec Puig
2019 — conf
Measuring (in)variances in Convolutional Networks.
JCC&BD
Facundo Manuel Quiroga, Jordina Torrents-Barrena, Laura Lanzarini, Domenec Puig
2019 J jnl
MobileGAN: Skin Lesion Segmentation Using a Lightweight Generative Adversarial Network.
CoRR
Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Mohamed Abdel-Nasser, Vivek Kumar Singh, Syeda Furruka Banu, Farhan Akram, Forhad U. H. Chowdhury, Kabir Ahmed Choudhury, Sylvie Chambon, Petia Radeva, Domenec Puig
2019 J jnl
Recognizing Food Places in Egocentric Photo-Streams Using Multi-Scale Atrous Convolutional Networks and Self-Attention Mechanism.
IEEE Access
Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Farhan Akram, Estefanía Talavera, Syeda Furruka Banu, Petia Radeva, Domenec Puig
2019 J jnl
Robot Assisted Interventions for Individuals with Intellectual Disabilities: Impact on Users and Caregivers.
Int. J. Soc. Robotics
Jainendra Shukla, Julián Cristiano, Joan Oliver, Domenec Puig
2019 B conf
Stakeholders Acceptance and Expectations of Robot-Assisted Therapy for Children with Autism Spectrum Disorder.
RO-MAN
Joan Oliver, Rebeca Oliván, Jainendra Shukla, Annabel Folch, Rafael Martínez-Leal, Mireia Castellá, Domenec Puig
2018 J jnl
Aggregating the temporal coherent descriptors in videos using multiple learning kernel for action recognition.
Pattern Recognit. Lett.
Adel Saleh, Mohamed Abdel-Nasser, Miguel Ángel García, Domenec Puig
2018 J jnl
An optimized convolutional neural network with bottleneck and spatial pyramid pooling layers for classification of foods.
Pattern Recognit. Lett.
Elnaz Jahani Heravi, Hamed Habibi Aghdam, Domenec Puig
2018 — conf
Brain MR Image Segmentation Using Multiphase Active Contours Based on Local and Global Fitted Images.
CCIA
Farhan Akram, Vivek Kumar Singh, Md. Mostafa Kamal Sarker, Miguel Ángel García, Domenec Puig
2018 J jnl
Breast Mass Segmentation and Shape Classification in Mammograms Using Deep Neural Networks.
CoRR
Vivek Kumar Singh, Hatem A. Rashwan, Santiago Romaní, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Adel Saleh, Meritxell Arenas, Miguel Arquez, Domenec Puig, Jordina Torrents-Barrena
2018 — conf
Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape Classification.
MICCAI (2)
Vivek Kumar Singh, Santiago Romaní, Hatem A. Rashwan, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Saddam Abdulwahab, Jordina Torrents-Barrena, Adel Saleh, Miguel Arquez, Meritxell Arenas, Domenec Puig
2018 J jnl
Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape Classification.
CoRR
Vivek Kumar Singh, Santiago Romaní, Hatem A. Rashwan, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Jordina Torrents-Barrena, Adel Saleh, Meritxell Arenas, Domenec Puig
2018 — conf
CuisineNet: Food Attributes Classification Using Multi-Scale Convolution Network.
CCIA
Md. Mostafa Kamal Sarker, Mohammed Jabreel, Hatem A. Rashwan, Syeda Furruka Banu, Vivek Kumar Singh, Antonio Moreno, Petia Radeva, Domenec Puig
2018 J jnl
CuisineNet: Food Attributes Classification using Multi-scale Convolution Network.
CoRR
Md. Mostafa Kamal Sarker, Mohammed Jabreel, Hatem A. Rashwan, Syeda Furruka Banu, Petia Radeva, Domenec Puig
2018 J jnl
Design and implementation of a secure and trustworthy platform for privacy-aware video surveillance.
Int. J. Inf. Sec.
Antoni Martínez-Ballesté, Hatem A. Rashwan, Domenec Puig, Agusti Solanas
2018 J jnl
Efficient wavelet-based artifact removal for electrodermal activity in real-world applications.
Biomed. Signal Process. Control.
Jainendra Shukla, Miguel Barreda-Ángeles, Joan Oliver, Domenec Puig
2018 J jnl
Identification and Visualization of the Underlying Independent Causes of the Diagnostic of Diabetic Retinopathy made by a Deep Learning Classifier.
CoRR
Jordi de La Torre, Aïda Valls, Domenec Puig, Pere Romero-Aroca
2018 — conf
Instant Measurement of the Difficulty Level of Exergames with Simple Uni-dimensional Level Goals for Cerebral Palsy Players.
JCSG
Mohammad Rahmani, Blas Herrera, Oleh Kachmar, Julián Cristiano, Domenec Puig
2018 — conf
MACNet: Multi-scale Atrous Convolution Networks for Food Places Classification in Egocentric Photo-Streams.
ECCV Workshops (5)
Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Estefanía Talavera, Syeda Furruka Banu, Petia Radeva, Domenec Puig
2018 J jnl
MACNet: Multi-scale Atrous Convolution Networks for Food Places Classification in Egocentric Photo-streams.
CoRR
Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Estefanía Talavera, Syeda Furruka Banu, Petia Radeva, Domenec Puig
2018 — conf
On Improving Breast Density Segmentation Using Conditional Generative Adversarial Networks.
CCIA
Nasibeh Saffari, Hatem A. Rashwan, Blas Herrera, Santiago Romaní, Meritxell Arenas, Domenec Puig
2018 J jnl
Proceedings of the Workshop on Social Robots in Therapy: Focusing on Autonomy and Ethical Challenges.
CoRR
Pablo Gómez Esteban, Daniel Hernández García, Hee Rin Lee, Pauline Chevalier, Paul Baxter, Cindy L. Bethel, Jainendra Shukla, Joan Oliver, Domenec Puig, Jason R. Wilson, Linda Tickle-Degnen, Madeleine Bartlett, Tony Belpaeme, Serge Thill, Kim Baraka, Francisco S. Melo, Manuela Veloso, David Becerra, Maja J. Mataric, Eduard Fosch-Villaronga, Jordi Albo-Canals, Gloria Beraldo, Emanuele Menegatti, Valentina De Tommasi, Roberto Mancin, Franca Benini, Zachary Henkel, Kenna Baugus, David C. May, Lucile Dupuy, Wendy A. Rogers, Ronit Feingold Polak, Shelly Levy-Tzedek, Dagoberto Cruz-Sandoval, Jesús Favela, Michelle J. Johnson, Mayumi Mohan, Rochelle Mendonca
2018 — conf
Retinal Optic Disc Segmentation Using Conditional Generative Adversarial Network.
CCIA
Vivek Kumar Singh, Hatem A. Rashwan, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Adel Saleh, Saddam Abdulwahab, Najlaa Maaroof, Jordina Torrents-Barrena, Santiago Romaní, Domenec Puig
2018 J jnl
Retinal Optic Disc Segmentation using Conditional Generative Adversarial Network.
CoRR
Vivek Kumar Singh, Hatem A. Rashwan, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Adel Saleh, Saddam Abdulwahab, Najlaa Maaroof, Santiago Romaní, Domenec Puig
2018 — conf
SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks.
MICCAI (2)
Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Farhan Akram, Syeda Furruka Banu, Adel Saleh, Vivek Kumar Singh, Forhad U. H. Chowdhury, Saddam Abdulwahab, Santiago Romaní, Petia Radeva, Domenec Puig
2018 J jnl
SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks.
CoRR
Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Farhan Akram, Syeda Furruka Banu, Adel Saleh, Vivek Kumar Singh, Forhad U. H. Chowdhury, Saddam Abdulwahab, Santiago Romaní, Petia Radeva, Domenec Puig
2018 — conf
Study of Obstacle Avoidance Strategies for Efficient Autonomous Navigation of Wheeled Robots in Unknown Environments.
WAF
Julián Cristiano, Hatem A. Rashwan, Domenec Puig
2018 J jnl
Weighted kappa loss function for multi-class classification of ordinal data in deep learning.
Pattern Recognit. Lett.
Jordi de La Torre, Domenec Puig, Aïda Valls
2017 J jnl
A Closed-Form Focus Profile Model for Conventional Digital Cameras.
Int. J. Comput. Vis.
Said Pertuz, Miguel Ángel García, Domenec Puig, Henry Arguello
2017 J jnl
A Deep Learning Interpretable Classifier for Diabetic Retinopathy Disease Grading.
CoRR
Jordi de La Torre, Aïda Valls, Domenec Puig
2017 J jnl
A Practical and Highly Optimized Convolutional Neural Network for Classifying Traffic Signs in Real-Time.
Int. J. Comput. Vis.
Hamed Habibi Aghdam, Elnaz Jahani Heravi, Domenec Puig
2017 J jnl
Analyzing the evolution of breast tumors through flow fields and strain tensors.
Pattern Recognit. Lett.
Mohamed Abdel-Nasser, Antonio Moreno, Hatem A. Rashwan, Domenec Puig
2017 — conf
Automatic Characterization of Phase Resetting Controllers for Quick Balance Recovery During Biped Locomotion.
ROBOT (2)
Julián Cristiano, Domenec Puig, Miguel Ángel García
2017 J jnl
Breast tumor classification in ultrasound images using texture analysis and super-resolution methods.
Eng. Appl. Artif. Intell.
Mohamed Abdel-Nasser, Jaime Melendez, Antonio Moreno, Osama Ahmed Omer, Domenec Puig
2017 — conf
Classification of Breast Cancer Molecular Subtypes from Their Micro-Texture in Mammograms Using a VGGNet-Based Convolutional Neural Network.
CCIA
Vivek Kumar Singh, Santiago Romaní, Jordina Torrents-Barrena, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Adel Saleh, Meritxell Arenas, Miguel Arquez, Domenec Puig
2017 B conf
Effectiveness of socially assistive robotics during cognitive stimulation interventions: Impact on caregivers.
RO-MAN
Jainendra Shukla, Miguel Barreda-Ángeles, Joan Oliver, Domenec Puig
2017 — conf
Explaining Adversarial Examples by Local Properties of Convolutional Neural Networks.
VISIGRAPP (5: VISAPP)
Hamed H. Aghdam, Elnaz Jahani Heravi, Domenec Puig
2017 — conf
Feature Learning for Breast Tumour Classification Using Bio-Inspired Optimization Algorithms.
CCIA
Mohamed Abdel-Nasser, Adel Saleh, Antonio Moreno, Nasibeh Saffari Tabalvandani, Domenec Puig
2017 — conf
FoodPlaces: Learning Deep Features for Food Related Scene Understanding.
CCIA
Md. Mostafa Kamal Sarker, Maria Leyva, Adel Saleh, Vivek Kumar Singh, Farhan Akram, Petia Radeva, Domenec Puig
2017 — conf
Image Segmentation Using Active Contours Driven by Bias Fitted Image Robust to Intensity Inhomogeneity.
CCIA
Farhan Akram, Miguel Ángel García, Vivek Kumar Singh, Nasibeh Saffari, Md. Mostafa Kamal Sarker, Domenec Puig
2017 — conf
Improving the Performance of Diabetic Retinopathy Computer-Aided Diagnosis Systems Using an Ensemble of Texture Analysis Methods.
CCIA
Shimaa Ragab, Mohamed Abdel-Nasser, Antonio Moreno, Domenec Puig
2017 — conf
Increasing the Stability of CNNs using a Denoising Layer Regularized by Local Lipschitz Constant in Road Understanding Problems.
VISIGRAPP (5: VISAPP)
Hamed H. Aghdam, Elnaz Jahani Heravi, Domenec Puig
2017 — conf
Studying Stability of Different Convolutional Neural Networks Against Additive Noise.
VISIGRAPP (5: VISAPP)
Hamed H. Aghdam, Elnaz Jahani Heravi, Domenec Puig
2016 J jnl
A novel wavelet seismic denoising method using type II fuzzy.
Appl. Soft Comput.
M. Beenamol, J. Mohanalin, S. Prabavathy, Jordina Torrents-Barrena, Domenec Puig
2016 J jnl
A practical approach for detection and classification of traffic signs using Convolutional Neural Networks.
Robotics Auton. Syst.
Hamed Habibi Aghdam, Elnaz Jahani Heravi, Domenec Puig
2016 — conf
Analysis of Temporal Coherence in Videos for Action Recognition.
ICIAR
Adel Saleh, Mohamed Abdel-Nasser, Farhan Akram, Miguel Ángel García, Domenec Puig
2016 — conf
Analyzing the Stability of Convolutional Neural Networks against Image Degradation.
VISIGRAPP (4: VISAPP)
Hamed Habibi Aghdam, Elnaz Jahani Heravi, Domenec Puig
2016 J jnl
Automatic nipple detection in breast thermograms.
Expert Syst. Appl.
Mohamed Abdel-Nasser, Adel Saleh, Antonio Moreno, Domenec Puig
2016 — conf
Classification of Foods Using Spatial Pyramid Convolutional Neural Network.
CCIA
Elnaz Jahani Heravi, Hamed H. Aghdam, Domenec Puig
2016 C conf
Classification of foods by transferring knowledge from ImageNet dataset.
ICMV
Elnaz Jahani Heravi, Hamed H. Aghdam, Domenec Puig
2016 — conf
Combining Contextual and Modal Action Information into a Weighted Multikernel SVM for Human Action Recognition.
VISIGRAPP (4: VISAPP)
Jordi Bautista-Ballester, Jaume Vergés-Llahí, Domenec Puig
2016 J jnl
Computer-aided diagnosis of breast cancer via Gabor wavelet bank and binary-class SVM in mammographic images.
J. Exp. Theor. Artif. Intell.
Jordina Torrents-Barrena, Domenec Puig, Jaime Melendez, Aïda Valls
2016 J jnl
Defeating face de-identification methods based on DCT-block scrambling.
Mach. Vis. Appl.
Hatem A. Rashwan, Miguel Ángel García, Antoni Martínez-Ballesté, Domenec Puig
2016 — conf
Diabetic Retinopathy Detection Through Image Analysis Using Deep Convolutional Neural Networks.
CCIA
Jordi de La Torre, Aïda Valls, Domenec Puig
2016 — conf
Exploiting the Kinematic of the Trajectories of the Local Descriptors to Improve Human Action Recognition.
VISIGRAPP (3: VISAPP)
Adel Saleh, Miguel Ángel García, Farhan Akram, Mohamed Abdel-Nasser, Domenec Puig
2016 — conf
Fusing Convolutional Neural Networks with a Restoration Network for Increasing Accuracy and Stability.
ECCV Workshops (1)
Hamed H. Aghdam, Elnaz Jahani Heravi, Domenec Puig
2016 — conf
Interactive Optic Disk Segmentation via Discrete Convexity Shape Knowledge Using High-Order Functionals.
CCIA
José Escorcia-Gutierrez, Jordina Torrents-Barrena, Pedro Romero-Aroca, Aïda Valls, Domenec Puig
2016 — conf
Modeling the Evolution of Breast Skin Temperatures for Cancer Detection.
CCIA
Mohamed Abdel-Nasser, Adel Saleh, Antonio Moreno, Domenec Puig
2016 B conf
MuDERI: Multimodal Database for Emotion Recognition Among Intellectually Disabled Individuals.
ICSR
Jainendra Shukla, Miguel Barreda-Ángeles, Joan Oliver, Domenec Puig
2016 J jnl
Temporal mammogram image registration using optimized curvilinear coordinates.
Comput. Methods Programs Biomed.
Mohamed Abdel-Nasser, Antonio Moreno, Domenec Puig
2016 — conf
The Impact of Coherence Analysis and Subsequences Aggregation on Representation Learning for Human Activity Recognition.
CCIA
Adel Saleh, Mohamed Abdel-Nasser, Miguel Ángel García, Domenec Puig
2016 J jnl
Towards cost reduction of breast cancer diagnosis using mammography texture analysis.
J. Exp. Theor. Artif. Intell.
Mohamed Abdel-Nasser, Antonio Moreno, Domenec Puig
2016 — conf
Training a Mentee Network by Transferring Knowledge from a Mentor Network.
ECCV Workshops (3)
Elnaz Jahani Heravi, Hamed Habibi Aghdam, Domenec Puig
2016 J jnl
Understanding trust in privacy-aware video surveillance systems.
Int. J. Inf. Sec.
Hatem A. Rashwan, Agusti Solanas, Domenec Puig, Antoni Martínez-Ballesté
2015 B conf
A Case Study of Robot Interaction Among Individuals with Profound and Multiple Learning Disabilities.
ICSR
Jainendra Shukla, Julián Cristiano, David Amela, Laia Anguera, Jaume Vergés-Llahí, Domenec Puig
2015 — conf
A Comparison of Robot Interaction with Tactile Gaming Console Stimulation in Clinical Applications.
ROBOT (2)
Jainendra Shukla, Julián Cristiano, Laia Anguera, Jaume Vergés-Llahí, Domenec Puig
2015 — conf
A New One Class Classifier Based on Ensemble of Binary Classifiers.
CAIP (2)
Hamed Habibi Aghdam, Elnaz Jahani Heravi, Domenec Puig
2015 — conf
A Unified Framework for Coarse-to-Fine Recognition of Traffic Signs using Bayesian Network and Visual Attributes.
VISAPP (2)
Hamed Habibi Aghdam, Elnaz Jahani Heravi, Domenec Puig
2015 C conf
A deep convolutional neural network for recognizing foods.
ICMV
Elnaz Jahani Heravi, Hamed Habibi Aghdam, Domenec Puig
2015 J jnl
A k-anonymous approach to privacy preserving collaborative filtering.
J. Comput. Syst. Sci.
Fran Casino, Josep Domingo-Ferrer, Constantinos Patsakis, Domenec Puig, Agusti Solanas
2015 C conf
An unsupervised method for summarizing egocentric sport videos.
ICMV
Hamed Habibi Aghdam, Elnaz Jahani Heravi, Domenec Puig
2015 — conf
Analysis of the evolution of breast tumours using strain tensors.
CCIA
Mohamed Abdel-Nasser, Antonio Moreno, Domenec Puig
2015 J jnl
Analysis of tissue abnormality and breast density in mammographic images using a uniform local directional pattern.
Expert Syst. Appl.
Mohamed Abdel-Nasser, Hatem A. Rashwan, Domenec Puig, Antonio Moreno
2015 J jnl
Analyzing Stability of Convolutional Neural Networks in the Frequency Domain.
CoRR
Elnaz Jahani Heravi, Hamed H. Aghdam, Domenec Puig
2015 — conf
Automatic Recognition of Molecular Subtypes of Breast Cancer in X-Ray images using Segmentation-based Fractal Texture Analysis.
CCIA
Jordina Torrents-Barrena, Aïda Valls, Petia Radeva, Meritxell Arenas, Domenec Puig
2015 — conf
Breast Tissue Characterization in X-Ray and Ultrasound Images using Fuzzy Local Directional Patterns and Support Vector Machines.
VISAPP (1)
Mohamed Abdel-Nasser, Domenec Puig, Antonio Moreno, Adel Saleh, Joan Martí, Luis Martin, Anna Magarolas
2015 J jnl
Deterministic phase resetting with predefined response time for CPG networks based on Matsuoka's oscillator.
Robotics Auton. Syst.
Julián Cristiano, Miguel Ángel García, Domenec Puig
2015 J jnl
Efficient Focus Sampling Through Depth-of-Field Calibration.
Int. J. Comput. Vis.
Said Pertuz, Miguel Ángel García, Domenec Puig
2015 J jnl
Focus-aided scene segmentation.
Comput. Vis. Image Underst.
Said Pertuz, Miguel Ángel García, Domenec Puig
2015 — conf
GAME-ABLING: Platform of Games for People with Cerebral Palsy.
EPS
Jaume Vergés-Llahí, Hamed Habibi, Fran Casino, Domenec Puig
2015 — conf
Multiphase Region-based Active Contours for Semi-automatic Segmentation of Brain MRI Images.
VISAPP (1)
Farhan Akram, Domenec Puig, Miguel Ángel García, Adel Saleh
2015 — conf
Recognizing Traffic Signs Using a Practical Deep Neural Network.
ROBOT (1)
Hamed H. Aghdam, Elnaz Jahani Heravi, Domenec Puig
2015 — conf
Screening for Diabetic Retinopathy through Retinal Colour Fundus Images using Convolutional Neural Networks.
CCIA
Jordina Torrents-Barrena, Jaime Melendez, Aïda Valls, Pere Romero, Domenec Puig
2015 C conf
Toward an optimal convolutional neural network for traffic sign recognition.
ICMV
Hamed Habibi Aghdam, Elnaz Jahani Heravi, Domenec Puig
2015 — conf
Traffic Sign Recognition Using Visual Attributes and Bayesian Network.
VISIGRAPP (Selected Papers)
Hamed Habibi Aghdam, Elnaz Jahani Heravi, Domenec Puig
2015 — conf
Using Action Objects Contextual Information for a Multichannel SVM in an Action Recognition Approach based on Bag of Visual Words.
VISAPP (2)
Jordi Bautista-Ballester, Jaume Vergés-Llahí, Domenec Puig
2015 C conf
Weighting video information into a multikernel SVM for human action recognition.
ICMV
Jordi Bautista-Ballester, Jaume Vergés-Llahí, Domenec Puig
2014 B conf
A Novel Mammography Image Representation Framework with Application to Image Registration.
ICPR
Said Pertuz, Carme Julià, Domenec Puig
2014 B conf
Adaptive Probabilistic Thresholding Method for Accurate Breast Region Segmentation in Mammograms.
ICPR
Hamed Habibi Aghdam, Domenec Puig, Agusti Solanas
2014 — conf
Analysis of Gabor-Based Texture Features for the Identification of Breast Tumor Regions in Mammograms.
CCIA
Jordina Torrents-Barrena, Domenec Puig, Maria Ferre, Jaime Melendez, Joan Martí, Aïda Valls
2014 — conf
Breast Masses Identification through Pixel-Based Texture Classification.
Digital Mammography / IWDM
Jordina Torrents-Barrena, Domenec Puig, Maria Ferre, Jaime Melendez, Lorena Diez-Presa, Meritxell Arenas, Joan Martí
2014 J jnl
Illumination-Robust Optical Flow Using a Local Directional Pattern.
IEEE Trans. Circuits Syst. Video Technol.
Mahmoud A. Mohamed, Hatem A. Rashwan, Bärbel Mertsching, Miguel Ángel García, Domenec Puig
2014 — conf
Improvement of Mass Detection In Breast X-Ray Images Using Texture Analysis Methods.
CCIA
Mohamed Abdel-Nasser, Domenec Puig, Antonio Moreno
2014 — conf
SIFT Texture Description for Understanding Breast Ultrasound Images.
Digital Mammography / IWDM
Joan Massich, Fabrice Mériaudeau, Melcior Sentís, Sergi Ganau, Elsa Pérez, Domenec Puig, Robert Marti, Arnau Oliver, Joan Martí
2013 — conf
A Personal Robotic Flying Machine with Vertical Takeoff Controlled by the Human Body Movements.
TAROS
Vittorio Cipolla, Aldo Frediani, Rezia Molfino, Giovanni Gerardo Muscolo, Fabrizio Oliviero, Domenec Puig, Carmine Tommaso Recchiuto, Emanuele Rizzo, Agusti Solanas, Paul J. Stewart
2013 J jnl
A Probabilistic Approach for Breast Boundary Extraction in Mammograms.
Comput. Math. Methods Medicine
Hamed Habibi Aghdam, Domenec Puig, Agusti Solanas
2013 — conf
A trustworthy database for privacy-preserving video surveillance.
EDBT/ICDT Workshops
Antoni Martínez-Ballesté, Hatem A. Rashwan, Jordi Castellà-Roca, Domenec Puig
2013 — conf
An Embodied-Simplexity Approach to Design Humanoid Robots Bioinspired by Taekwondo Athletes.
TAROS
Rezia Molfino, Giovanni Gerardo Muscolo, Domenec Puig, Carmine Tommaso Recchiuto, Agusti Solanas, A. Mark Williams
2013 J jnl
Analysis of focus measure operators for shape-from-focus.
Pattern Recognit.
Said Pertuz, Domenec Puig, Miguel Ángel García
2013 J jnl
Full Quadrant Approximations for the Arctangent Function [Tips and Tricks].
IEEE Signal Process. Mag.
Xavier Gironés, Carme Julià, Domenec Puig
2013 J jnl
Generation of All-in-Focus Images by Noise-Robust Selective Fusion of Limited Depth-of-Field Images.
IEEE Trans. Image Process.
Said Pertuz, Domenec Puig, Miguel Ángel García, Andrea Fusiello
2013 — conf
Illumination Robust Optical Flow Model Based on Histogram of Oriented Gradients.
GCPR
Hatem A. Rashwan, Mahmoud A. Mohamed, Miguel Ángel García, Bärbel Mertsching, Domenec Puig
2013 — conf
Locomotion Control of a Biped Robot through a Feedback CPG Network.
ROBOT (1)
Julián Cristiano, Domenec Puig, Miguel Ángel García
2013 — conf
On Privacy Preserving Collaborative Filtering: Current Trends, Open Problems, and New Issues.
ICEBE
Fran Casino, Constantinos Patsakis, Domenec Puig, Agusti Solanas
2013 — conf
On improving the robustness of variational optical flow against illumination changes.
ARTEMIS@ACM Multimedia
Mahmoud A. Mohamed, Hatem A. Rashwan, Bärbel Mertsching, Miguel Ángel García, Domenec Puig
2013 — conf
Privacy Preserving Collaborative Filtering with k-Anonymity through Microaggregation.
ICEBE
Fran Casino, Josep Domingo-Ferrer, Constantinos Patsakis, Domenec Puig, Agusti Solanas
2013 — conf
Programming by Demonstration: A Taxonomy of Current Relevant Methods to Teach and Describe New Skills to Robots.
ROBOT (1)
Jordi Bautista-Ballester, Jaume Vergés-Llahí, Domenec Puig
2013 J jnl
Reliability measure for shape-from-focus.
Image Vis. Comput.
Said Pertuz, Domenec Puig, Miguel Ángel García
2013 — conf
Selection of Gabor Filters with Choquet Integral for Texture Analysis in Mammogram Images.
CCIA
Aïda Valls, Cindy Medina, Antonio Moreno, Domenec Puig
2013 J jnl
Variational Optical Flow Estimation Based on Stick Tensor Voting.
IEEE Trans. Image Process.
Hatem A. Rashwan, Miguel Ángel García, Domenec Puig
2012 J jnl
Improving the robustness of variational optical flow through tensor voting.
Comput. Vis. Image Underst.
Hatem A. Rashwan, Domenec Puig, Miguel Ángel García
2012 — conf
Supervised Texture Classification Using Optimization Techniques.
CCIA
Domenec Puig, Jaime Melendez, Agusti Solanas, Aïda Valls, Antonio Moreno
2012 — conf
Towards a trustworthy privacy in pervasive video surveillance systems.
PerCom Workshops
Antoni Martínez-Ballesté, Hatem A. Rashwan, Domenec Puig, Antonia Paniza Fullana
2011 J jnl
A new global optimization strategy for coordinated multi-robot exploration: Development and comparative evaluation.
Robotics Auton. Syst.
Domenec Puig, Miguel Ángel García, Ling Wu
2011 — conf
Automatic Estimation of the Number of Deformation Modes in Non-rigid SfM with Missing Data.
SCIA
Carme Julià, Marco Paladini, Ravi Garg, Domenec Puig, Lourdes Agapito
2011 J jnl
Edge-preserving color image denoising through tensor voting.
Comput. Vis. Image Underst.
Rodrigo Moreno, Miguel Ángel García, Domenec Puig, Carme Julià
2011 J jnl
On Improving the Efficiency of Tensor Voting.
IEEE Trans. Pattern Anal. Mach. Intell.
Rodrigo Moreno, Miguel Ángel García, Domenec Puig, Luis Pizarro, Bernhard Burgeth, Joachim Weickert
2011 — conf
On improving the robustness of differential optical flow.
ICCV Workshops
Hatem A. Rashwan, Domenec Puig, Miguel Ángel García
2011 J jnl
Shape-based image segmentation through photometric stereo.
Comput. Vis. Image Underst.
Carme Julià, Rodrigo Moreno, Domenec Puig, Miguel Ángel García
2011 B conf
Supervised texture segmentation through a multi-level pixel-based classifier based on specifically designed filters.
ICIP
Jaime Melendez, Xavier Gironés, Domenec Puig
2011 J jnl
Unsupervised texture-based image segmentation through pattern discovery.
Comput. Vis. Image Underst.
Jaime Melendez, Miguel Ángel García, Domenec Puig, Maria Petrou
2010 J jnl
Application-independent feature selection for texture classification.
Pattern Recognit.
Domenec Puig, Miguel Ángel García, Jaime Melendez
2010 B conf
Improving Shape-from-Focus by Compensating for Image Magnification Shift.
ICPR
Said Pertuz, Domenec Puig, Miguel Ángel García
2010 J jnl
Multi-level pixel-based texture classification through efficient prototype selection via normalized cut.
Pattern Recognit.
Jaime Melendez, Domenec Puig, Miguel Ángel García
2010 B conf
On Adapting Pixel-based Classification to Unsupervised Texture Segmentation.
ICPR
Jaime Melendez, Domenec Puig, Miguel Ángel García
2010 B conf
Robust Color Image Segmentation through Tensor Voting.
ICPR
Rodrigo Moreno, Miguel Ángel García, Domenec Puig
2009 B conf
A new methodology for evaluation of edge detectors.
ICIP
Rodrigo Moreno, Domenec Puig, Carme Julià, Miguel Ángel García
2009 B conf
Gabor-based texture classification through efficient prototype selection via normalized cut.
ICIP
Jaime Melendez, Domenec Puig, Miguel Ángel García
2009 C conf
On Adapting the Tensor Voting Framework to Robust Color Image Denoising.
CAIP
Rodrigo Moreno, Miguel Ángel García, Domenec Puig, Carme Julià
2009 B conf
Robust color edge detection through tensor voting.
ICIP
Rodrigo Moreno, Miguel Ángel García, Domenec Puig, Carme Julià
2008 J jnl
Efficient distance-based per-pixel texture classification with Gabor wavelet filters.
Pattern Anal. Appl.
Jaime Melendez, Miguel Ángel García, Domenec Puig
2007 C conf
Comparative Evaluation of Classical Methods, Optimized Gabor Filters and LBP for Texture Feature Selection and Classification.
CAIP
Jaime Melendez, Domenec Puig, Miguel Ángel García
2007 — conf
Graph-Based Perceptual Segmentation of Stereo Vision 3D Images at Multiple Abstraction Levels.
GbRPR
Rodrigo Moreno, Miguel Ángel García, Domenec Puig
2007 J jnl
Pixel-Based Texture Classification by Integration of Multiple Feature Extraction Methods Evaluated over Multisized Windows.
Int. J. Pattern Recognit. Artif. Intell.
Domenec Puig, Miguel Ángel García
2007 J jnl
Supervised texture classification by integration of multiple texture methods and evaluation windows.
Image Vis. Comput.
Miguel Ángel García, Domenec Puig
2006 J jnl
Automatic texture feature selection for image pixel classification.
Pattern Recognit.
Domenec Puig, Miguel Ángel García
2005 — conf
Automatic Selection of Multiple Texture Feature Extraction Methods for Texture Pattern Classification.
IbPRIA (2)
Domenec Puig, Miguel Ángel García
2003 — conf
Pixel Classification by Divergence-Based Integration of Multiple Texture Methods and Its Application to Fabric Defect Detection.
DAGM-Symposium
Miguel Ángel García, Domenec Puig
2003 — conf
Pixel classification through divergence-based integration of texture methods with conflict resolution.
ICIP (2)
Domenec Puig, Miguel Ángel García
2003 Misc conf
Pixel-Based Texture Classification by Integration of Multiple Texture Feature Evaluation Windows.
IbPRIA
Domenec Puig, Miguel Ángel García
2003 — conf
Robust Aggregation of Expert Opinions Based on Conflict Analysis and Resolution.
CAEPIA
Miguel Ángel García, Domenec Puig
2002 — conf
Improving Texture Pattern Recognition by Integration of Multiple Texture Feature Extraction Methods.
ICPR (3)
Miguel Ángel García, Domenec Puig
2002 — conf
Recognizing specific texture patterns by integration of multiple texture methods.
ICIP (1)
Miguel Ángel García, Domenec Puig