Santiago Romaní

23 papers B 3C 1Journal 9Unranked 10
YearRankTypeTitle / Venue / Authors
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
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
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
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 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
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
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
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 — 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
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
2010 C conf
Cytoplasm Contour Approximation Based on Color Fuzzy Sets and Color Gradient.
IPMU
Santiago Romaní, Belén Prados-Suárez, Pilar Sobrevilla, Eduard Montseny
2009 — conf
On the Reliability of the Color Gradient Vector Argument Approach.
IFSA/EUSFLAT Conf.
Belén Prados-Suárez, Pilar Sobrevilla, Eduard Montseny, Santiago Romaní
2006 J jnl
An approach to manage Hue and Saturation uncertainty addressed to colour segmentation algorithms.
Int. J. Intell. Syst. Technol. Appl.
Santiago Romaní, Pilar Sobrevilla, Eduard Montseny
2005 — conf
An approach to Color Gradient Vector Argument considering Data Uncertainty.
EUSFLAT Conf.
Eduard Montseny, Belén Prados-Suárez, Pilar Sobrevilla, Santiago Romaní
2005 B conf
On the Reliability Degree of Hue and Saturation Values of a Pixel for Color Image Classification.
FUZZ-IEEE
Santiago Romaní, Pilar Sobrevilla, Eduard Montseny
2004 B conf
A fuzzy approach to white blood cells segmentation in color bone marrow images.
FUZZ-IEEE
Eduard Montseny, Pilar Sobrevilla, Santiago Romaní
2003 B conf
Obtaining the relevant colors of an image through stability-based fuzzy color histograms.
FUZZ-IEEE
Santiago Romaní, Pilar Sobrevilla, Eduard Montseny