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Employment (1)

Universitat Rovira i Virgili: Tarragona, Catalunya, ES

1991 to present | Lecturer in Comupter Science and Tecnology (DEIM (Informatics Engineering and Mathematics))
Employment
Source: Self-asserted source
Santiago Romani

Education and qualifications (2)

Universitat Politècnica de Catalunya: Barcelona, Catalunya, ES

1999 to 2006 | PhD in Computer Science
Education
Source: Self-asserted source
Santiago Romani

Universitat Politècnica de Catalunya: Barcelona, Catalunya, ES

1986 to 1991 | BS and MS in Computer Science
Education
Source: Self-asserted source
Santiago Romani

Works (30)

Color-Aware Two-Branch DCNN for Efficient Plant Disease Classificat

Mendel
2022 | Journal article
DOI: 10.13164/mendel.2022.1.055
EID:

2-s2.0-85134598636

Part of ISSN: 25713701 18033814
Contributors: Schuler, J.P.S.; Romani, S.; Abdel-Nasser, M.; Rashwan, H.; Puig, D.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

Grouped Pointwise Convolutions Reduce Parameters in Convolutional Neural Networks

Mendel
2022 | Journal article
EID:

2-s2.0-85130832208

Part of ISSN: 25713701 18033814
Contributors: Schuler, J.P.S.; Puig, D.; Romani, S.; Abdel-Nasser, M.; Rashwan, H.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

An Enhanced Scheme for Reducing the Complexity of Pointwise Convolutions in CNNs for Image Classification Based on Interleaved Grouped Filters without Divisibility Constraints

Entropy
2022-09-08 | Journal article
DOI: 10.3390/e24091264
Contributors: Joao Paulo Schwarz Schuler; Santiago Romani Also; Domenec Puig; Hatem Rashwan; Mohamed Abdel-Nasser
Source: check_circle
Crossref
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Preferred source (of 2)‎

A computer-aided diagnosis system for breast cancer molecular subtype prediction in mammographic images

State of the Art in Neural Networks and Their Applications: Volume 1
2021 | Book chapter
Part of DOI: 10.1016/B978-0-12-819740-0.00008-5
EID:

2-s2.0-85126757270
Contributors: Singh, V.K.; Rashwan, H.A.; Abdel-Nasser, M.; Akram, F.; Haffar, R.; Pandey, N.; Arenas, M.; Romani, S.; Puig, D.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

Grouped Pointwise Convolutions Significantly Reduces Parameters in EfficientNet

Frontiers in Artificial Intelligence and Applications
2021 | Book
DOI: 10.3233/FAIA210158
EID:

2-s2.0-85117901757

Part of ISSN: 09226389
Contributors: Schwarz Schuler, J.P.; Romani, S.; Abdel-Nasser, M.; Rashwan, H.; Puig, D.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

Reliable Deep Learning Plant Leaf Disease Classification Based on Light-Chroma Separated Branches

Frontiers in Artificial Intelligence and Applications
2021 | Book
DOI: 10.3233/FAIA210157
EID:

2-s2.0-85117879126

Part of ISSN: 09226389
Contributors: Schwarz Schuler, J.P.; Romani, S.; Abdel-Nasser, M.; Rashwan, H.; Puig, D.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network

Expert Systems with Applications
2020 | Journal article
DOI: 10.1016/j.eswa.2019.112855
EID:

2-s2.0-85070060332

Part of ISSN: 09574174
Contributors: Singh, V.K.; Rashwan, H.A.; Romani, S.; Akram, F.; Pandey, N.; Sarker, M.M.K.; Saleh, A.; Arenas, M.; Arquez, M.; Puig, D. et al.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

Breast tumor segmentation in ultrasound images using contextual-information-aware deep adversarial learning framework

Expert Systems with Applications
2020 | Journal article
DOI: 10.1016/j.eswa.2020.113870
EID:

2-s2.0-85089563637

Part of ISSN: 09574174
Contributors: Singh, V.K.; Abdel-Nasser, M.; Akram, F.; Rashwan, H.A.; Sarker, M.M.K.; Pandey, N.; Romani, S.; Puig, D.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

An efficient solution for breast tumor segmentation and classification in ultrasound images using deep adversarial learning

arXiv
2019 | Other
EID:

2-s2.0-85093399055

Part of ISSN: 23318422
Contributors: Singh, V.K.; Rashwan, H.A.; Abdel-Nasser, M.; Sarker, M.K.; Akram, F.; Pandey, N.; Romani, S.; Puig, D.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

FCA-Net: Adversarial Learning for Skin Lesion Segmentation Based on Multi-Scale Features and Factorized Channel Attention

IEEE Access
2019 | Journal article
DOI: 10.1109/ACCESS.2019.2940418
EID:

2-s2.0-85077731975

Part of ISSN: 21693536
Contributors: Singh, V.K.; Abdel-Nasser, M.; Rashwan, H.A.; Akram, F.; Pandey, N.; Lalande, A.; Presles, B.; Romani, S.; Puig, D.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

Mass detection in mammograms using a robust deep learning model

Frontiers in Artificial Intelligence and Applications
2019 | Book
DOI: 10.3233/FAIA190147
EID:

2-s2.0-85085051838

Part of ISSN: 09226389
Contributors: Singh, V.K.; Abdel-Nasser, M.; Rashwan, H.A.; Akram, F.; Haffar, R.; Pandey, N.; Sarker, Md.M.K.; Kohan, S.; Guma, J.; Romani, S. et al.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network

arXiv
2018 | Other
EID:

2-s2.0-85095356139

Part of ISSN: 23318422
Contributors: Singh, V.K.; Rashwan, H.A.; Romani, S.; Akram, F.; Pandey, N.; Mostafa Kamal Sarker, Md.; Saleh, A.; Arenas, M.; Arquez, M.; Puig, D. et al.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

Conditional generative adversarial and convolutional networks for X-ray breast mass segmentation and shape classification

arXiv
2018 | Other
EID:

2-s2.0-85095077578

Part of ISSN: 23318422
Contributors: Singh, V.K.; Romani, S.; Rashwan, H.A.; Akram, F.; Pandey, N.; Mostafa Kamal Sarker, M.; Abdulwahab, S.; Torrents-Barrena, J.; Saleh, A.; Arquez, M. et al.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

Conditional generative adversarial and convolutional networks for X-ray breast mass segmentation and shape classification

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
DOI: 10.1007/978-3-030-00934-2_92
EID:

2-s2.0-85054075966

Part of ISSN: 16113349 03029743
Contributors: Singh, V.K.; Romani, S.; Rashwan, H.A.; Akram, F.; Pandey, N.; Sarker, M.M.K.; Abdulwahab, S.; Torrents-Barrena, J.; Saleh, A.; Arquez, M. et al.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

On Improving Breast Density Segmentation Using Conditional Generative Adversarial Networks

Frontiers in Artificial Intelligence and Applications
2018 | Book
DOI: 10.3233/978-1-61499-918-8-386
EID:

2-s2.0-85055252610

Part of ISSN: 09226389
Contributors: Saffari, N.; Rashwan, H.A.; Herrera, B.; Romani, S.; Arenas, M.; Puig, D.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

Retinal optic disc segmentation using conditional generative adversarial network

arXiv
2018 | Other
EID:

2-s2.0-85094989636

Part of ISSN: 23318422
Contributors: Singh, V.K.; Rashwan, H.A.; Akram, F.; Pandey, N.; Sarker, M.M.K.; Saleh, A.; Abdulwahab, S.; Maaroof, N.; Barrena, J.T.; Romani, S. et al.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

Retinal Optic Disc Segmentation Using Conditional Generative Adversarial Network

Frontiers in Artificial Intelligence and Applications
2018 | Book
DOI: 10.3233/978-1-61499-918-8-373
EID:

2-s2.0-85055271739

Part of ISSN: 09226389
Contributors: Singh, V.K.; Rashwan, H.A.; Akram, F.; Pandey, N.; Sarker, M.M.K.; Saleh, A.; Abdulwahab, S.; Maaroof, N.; Barrena, J.T.; Romani, S. et al.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

SLSDeep: Skin lesion segmentation based on dilated residual and pyramid pooling networks

arXiv
2018 | Other
EID:

2-s2.0-85094466746

Part of ISSN: 23318422
Contributors: Mostafa Kamal Sarker, Md.; Rashwan, H.A.; Akram, F.; Banu, S.F.; Saleh, A.; Singh, V.K.; Chowdhury, F.U.H.; Abdulwahab, S.; Romani, S.; Radeva, P. et al.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

SLSDeep: Skin lesion segmentation based on dilated residual and pyramid pooling networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
DOI: 10.1007/978-3-030-00934-2_3
EID:

2-s2.0-85054092998

Part of ISSN: 16113349 03029743
Contributors: Sarker, M.M.K.; Rashwan, H.A.; Akram, F.; Banu, S.F.; Saleh, A.; Singh, V.K.; Chowdhury, F.U.H.; Abdulwahab, S.; Romani, S.; Radeva, P. et al.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

Classification of breast cancer molecular subtypes from their micro-texture in mammograms using a VGGNet-based convolutional neural network

Frontiers in Artificial Intelligence and Applications
2017 | Book
DOI: 10.3233/978-1-61499-806-8-76
EID:

2-s2.0-85034252071

Part of ISSN: 09226389
Contributors: Singh, V.K.; Romani, S.; Torrents-Barrena, J.; Akram, F.; Pandey, N.; Sarker, Md.M.K.; Saleh, A.; Arenas, M.; Arquez, M.; Puig, D.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

Variability estimation of hue and saturation components in the HSV space

Color Research and Application
2012 | Journal article
DOI: 10.1002/col.20699
EID:

2-s2.0-84862019936

Part of ISSN: 03612317 15206378
Contributors: Romani, S.; Sobrevilla, P.; Montseny, E.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

Cytoplasm contour approximation based on color fuzzy sets and color gradient

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010 | Book
DOI: 10.1007/978-3-642-14049-5_66
EID:

2-s2.0-77954873163

Part of ISSN: 03029743 16113349
Contributors: Romaní, S.; Prados-Suárez, B.; Sobrevilla, P.; Montseny, E.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

On the reliability of the color gradient vector argument approach

2009 International Fuzzy Systems Association World Congress and 2009 European Society for Fuzzy Logic and Technology Conference, IFSA-EUSFLAT 2009 - Proceedings
2009 | Conference paper
EID:

2-s2.0-77954870729
Contributors: Prados-Suarez, B.; Sobrevilla, P.; Montseny, E.; Romaní, S.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

An approach to manage Hue and Saturation uncertainty addressed to colour segmentation algorithms

International Journal of Intelligent Systems Technologies and Applications
2006 | Journal article
DOI: 10.1504/ijista.2006.009915
EID:

2-s2.0-62749089765

Part of ISSN: 17408873 17408865
Contributors: Romaní, S.; Sobrevilla, P.; Montseny, E.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

Fuzzy-based automatic approach for underwater docks' anomalies detection

Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS
2006 | Conference paper
DOI: 10.1109/NAFIPS.2006.365468
EID:

2-s2.0-46749107520
Contributors: Montseny, E.; Sobrevilla, P.; Romani, S.; Montferré, A.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

An approach to color gradient vector argument considering data uncertainty

Proceedings - 4th Conference of the European Society for Fuzzy Logic and Technology and 11th French Days on Fuzzy Logic and Applications, EUSFLAT-LFA 2005 Joint Conference
2005 | Conference paper
EID:

2-s2.0-84871942552
Contributors: Montseny, E.; Prados-Suarez, B.; Sobrevilla, P.; Romaní, S.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

On the reliability degree of hue and saturation values of a pixel for color image classification

IEEE International Conference on Fuzzy Systems
2005 | Conference paper
DOI: 10.1109/fuzzy.2005.1452411
EID:

2-s2.0-23944522616

Part of ISSN: 10987584
Contributors: Romaní, S.; Sobrevilla, P.; Montseny, E.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

A fuzzy approach to white blood cells segmentation in color bone marrow images

IEEE International Conference on Fuzzy Systems
2004 | Conference paper
DOI: 10.1109/FUZZY.2004.1375712
EID:

2-s2.0-11144273931

Part of ISSN: 10987584
Contributors: Montseny, E.; Sobrevilla, P.; Romaní, S.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

Obtaining the relevant colors of an image through stability-based fuzzy color histograms

IEEE International Conference on Fuzzy Systems
2003 | Conference paper
EID:

2-s2.0-0038480632
Contributors: Romaní, S.; Sobrevilla, P.; Montseny, E.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier

An approach to a fuzzy color detection method, robust with regard to variable illuminant level conditions

Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS
2002 | Conference paper
DOI: 10.1109/NAFIPS.2002.1018032
EID:

2-s2.0-11144298143
Contributors: Romaní, S.; Montseny, E.; Sobrevilla, P.
Source: Self-asserted source
Santiago Romani via Scopus - Elsevier
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