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Books and Theses
- 2024
- [b2]Laura Igual, Santi Seguí:
Introduction to Data Science - A Python Approach to Concepts, Techniques and Applications, Second Edition. Undergraduate Topics in Computer Science, Springer 2024, ISBN 978-3-031-48955-6, pp. 1-243 - 2017
- [b1]Laura Igual, Santi Seguí
:
Introduction to Data Science - A Python Approach to Concepts, Techniques and Applications. Undergraduate Topics in Computer Science, Springer 2017, ISBN 978-3-319-50016-4, pp. 1-215
Journal Articles
- 2024
- [j13]Mariona Carós
, Ariadna Just, Santi Seguí
, Jordi Vitrià
:
Effective Training and Inference Strategies for Point Classification in LiDAR Scenes. Remote. Sens. 16(12): 2153 (2024) - 2023
- [j12]Arnau Quindós, Pablo Laiz
, Jordi Vitrià, Santi Seguí
:
Self-supervised out-of-distribution detection in wireless capsule endoscopy images. Artif. Intell. Medicine 143: 102606 (2023) - [j11]Pablo Laiz, Jordi Vitrià, Pere Gilabert
, Hagen Wenzek, Carolina Malagelada
, Angus J. M. Watson, Santi Seguí:
Anatomical landmarks localization for capsule endoscopy studies. Comput. Medical Imaging Graph. 108: 102243 (2023) - 2022
- [j10]Guillem Pascual
, Pablo Laiz
, Albert García
, Hagen Wenzek, Jordi Vitrià
, Santi Seguí
:
Time-based self-supervised learning for Wireless Capsule Endoscopy. Comput. Biol. Medicine 146: 105631 (2022) - 2021
- [j9]Víctor M. Campello
, Polyxeni Gkontra
, Cristian Izquierdo, Carlos Martín-Isla, Alireza Sojoudi, Peter M. Full
, Klaus H. Maier-Hein, Yao Zhang
, Zhiqiang He, Jun Ma
, Mario Parreño
, Alberto Albiol
, Fanwei Kong, Shawn C. Shadden
, Jorge Corral Acero
, Vaanathi Sundaresan
, Mina Saber, Mustafa A. Alattar
, Hongwei Li
, Bjoern H. Menze
, Firas Khader, Christoph Haarburger, Cian M. Scannell
, Mitko Veta
, Adam Carscadden, Kumaradevan Punithakumar
, Xiao Liu, Sotirios A. Tsaftaris
, Xiaoqiong Huang, Xin Yang
, Lei Li
, Xiahai Zhuang
, David Viladés
, Martín Luís Descalzo
, Andrea Guala
, Lucia La Mura
, Matthias G. W. Friedrich
, Ria Garg
, Julie Lebel, Filipe Henriques, Mahir Karakas, Ersin Çavus, Steffen E. Petersen
, Sergio Escalera
, Santi Seguí
, José F. Rodríguez Palomares
, Karim Lekadir
:
Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge. IEEE Trans. Medical Imaging 40(12): 3543-3554 (2021) - 2020
- [j8]Pablo Laiz, Jordi Vitrià, Hagen Wenzek, Carolina Malagelada
, Fernando Azpiroz
, Santi Seguí:
WCE polyp detection with triplet based embeddings. Comput. Medical Imaging Graph. 86: 101794 (2020) - 2016
- [j7]Santi Seguí
, Michal Drozdzal, Guillem Pascual, Petia Radeva, Carolina Malagelada
, Fernando Azpiroz
, Jordi Vitrià
:
Generic feature learning for wireless capsule endoscopy analysis. Comput. Biol. Medicine 79: 163-172 (2016) - 2015
- [j6]Michal Drozdzal, Santi Seguí
, Petia Radeva
, Carolina Malagelada
, Fernando Azpiroz
, Jordi Vitrià
:
Motility bar: A new tool for motility analysis of endoluminal videos. Comput. Biol. Medicine 65: 320-330 (2015) - 2014
- [j5]Santi Seguí
, Michal Drozdzal, Ekaterina Zaytseva, Carolina Malagelada
, Fernando Azpiroz
, Petia Radeva
, Jordi Vitrià
:
Detection of Wrinkle Frames in Endoluminal Videos Using Betweenness Centrality Measures for Images. IEEE J. Biomed. Health Informatics 18(6): 1831-1838 (2014) - 2013
- [j4]Michal Drozdzal, Santi Seguí
, Jordi Vitrià
, Carolina Malagelada
, Fernando Azpiroz
, Petia Radeva
:
Adaptable image cuts for motility inspection using WCE. Comput. Medical Imaging Graph. 37(1): 72-80 (2013) - [j3]Santi Seguí
, Laura Igual
, Jordi Vitrià
:
Bagged One-Class Classifiers in the Presence of Outliers. Int. J. Pattern Recognit. Artif. Intell. 27(5) (2013) - 2012
- [j2]Santi Seguí
, Michal Drozdzal, Fernando Vilariño, Carolina Malagelada
, Fernando Azpiroz, Petia Radeva
, Jordi Vitrià
:
Categorization and Segmentation of Intestinal Content Frames for Wireless Capsule Endoscopy. IEEE Trans. Inf. Technol. Biomed. 16(6): 1341-1352 (2012) - 2008
- [j1]Àgata Lapedriza
, Santi Seguí
, David Masip
, Jordi Vitrià
:
A sparse Bayesian approach for joint feature selection and classifier learning. Pattern Anal. Appl. 11(3-4): 299-308 (2008)
Conference and Workshop Papers
- 2023
- [c23]Mariona Carós, Ariadna Just, Santi Seguí, Jordi Vitrià:
Addressing Scale and Density Challenges in LiDAR Point Classification. CCIA 2023: 124-127 - [c22]Pere Gilabert
, Carolina Malagelada, Hagen Wenzek, Jordi Vitrià, Santi Seguí:
Automated Cleanliness Scoring and Digestive Content Segmentation for Capsule Endoscopy. CCIA 2023: 134-135 - [c21]Mariona Carós, Ariadna Just, Santi Seguí, Jordi Vitrià:
Self-Supervised Pre-Training Boosts Semantic Scene Segmentation on LiDAR data. MVA 2023: 1-6 - [c20]Pere Gilabert
, Carolina Malagelada, Hagen Wenzek, Jordi Vitrià, Santi Seguí:
Leveraging Embedding Information to Create Video Capsule Endoscopy Datasets. MVA 2023: 1-5 - 2022
- [c19]Mariona Carós, Ariadna Just, Santi Seguí, Jordi Vitrià:
Object Segmentation of Cluttered Airborne LiDAR Point Clouds. CCIA 2022: 259-268 - [c18]Guillem Pascual, Jordi Vitrià, Santi Seguí:
Time-coherent embeddings for Wireless Capsule Endoscopy. ICPR 2022: 4248-4255 - 2021
- [c17]Pere Gilabert
, Santi Seguí:
Addressing the cold-start problem with a two-branch architecture for fair tweet recommendation. RecSys Challenge 2021: 34-38 - 2020
- [c16]Pere Gilabert
, Santi Seguí
:
Gradient Boosting and Language Model Ensemble for Tweet Recommendation. RecSys Challenge 2020: 24-28 - 2019
- [c15]Pablo Laiz, Jordi Vitrià, Santi Seguí:
Using the Triplet Loss for Domain Adaptation in WCE. ICCV Workshops 2019: 399-405 - 2018
- [c14]Guillem Pascual, Santi Seguí
, Jordi Vitrià
:
Uncertainty Gated Network for Land Cover Segmentation. CVPR Workshops 2018: 276-279 - 2017
- [c13]Hadi Keivan Ekbatani, Oriol Pujol
, Santi Seguí
:
Synthetic Data Generation for Deep Learning in Counting Pedestrians. ICPRAM 2017: 318-323 - 2016
- [c12]Santi Seguí, Michal Drozdzal, Guillem Pascual, Petia Radeva, Carolina Malagelada, Fernando Azpiroz
, Jordi Vitrià
:
Deep Learning Features for Wireless Capsule Endoscopy Analysis. CIARP 2016: 326-333 - 2015
- [c11]Santi Seguí, Oriol Pujol
, Jordi Vitrià
:
Learning to count with deep object features. CVPR Workshops 2015: 90-96 - 2014
- [c10]Michal Drozdzal, Jordi Vitrià
, Santi Seguí
, Carolina Malagelada
, Fernando Azpiroz
, Petia Radeva
:
Intestinal event segmentation for endoluminal video analysis. ICIP 2014: 3592-3596 - 2013
- [c9]Santi Seguí, Ekaterina Zaytseva, Michal Drozdzal, Carolina Malagelada, Fernando Azpiroz, Petia Radeva, Jordi Vitrià:
A new image centrality descriptor for wrinkle frame detection in WCE videos. MVA 2013: 25-28 - 2012
- [c8]Ekaterina Zaytseva, Santi Seguí
, Jordi Vitrià
:
Sketchable Histograms of Oriented Gradients for Object Detection. CIARP 2012: 374-381 - [c7]Santi Seguí, Michal Drozdzal, Petia Radeva, Jordi Vitrià:
An Integrated Approach to Contextual Face Detection. ICPRAM (2) 2012: 90-97 - [c6]Petia Radeva
, Michal Drozdzal, Santi Seguí
, Laura Igual, Carolina Malagelada
, Fernando Azpiroz
, Jordi Vitrià
:
Active labeling: Application to wireless endoscopy analysis. HPCS 2012: 174-181 - 2011
- [c5]Michal Drozdzal, Santi Seguí
, Carolina Malagelada
, Fernando Azpiroz
, Jordi Vitrià
, Petia Radeva
:
Interactive Labeling of WCE Images. IbPRIA 2011: 143-150 - 2010
- [c4]Santi Seguí
, Laura Igual, Jordi Vitrià:
Weighted Bagging for Graph Based One-Class Classifiers. MCS 2010: 1-10 - 2008
- [c3]Santi Seguí
, Laura Igual, Fernando Vilariño, Petia Radeva
, Carolina Malagelada
, Fernando Azpiroz, Jordi Vitrià
:
Diagnostic System for Intestinal Motility Disfunctions Using Video Capsule Endoscopy. ICVS 2008: 251-260 - 2007
- [c2]Laura Igual, Santi Seguí
, Jordi Vitrià, Fernando Azpiroz
, Petia Radeva:
Eigenmotion-Based Detection of Intestinal Contractions. CAIP 2007: 293-300 - [c1]Santi Seguí
, Laura Igual, Petia Radeva, Carolina Malagelada
, Fernando Azpiroz, Jordi Vitrià:
A Semi-supervised Learning Method for Motility Disease Diagnostic. CIARP 2007: 773-782
Parts in Books or Collections
- 2021
- [p2]Isabel Amaya-Rodriguez, Javier Civit-Masot, Francisco Luna-Perejon, Lourdes Duran-Lopez, Alexander Rakhlin, Sergey I. Nikolenko, Satoshi Kondo, Pablo Laiz, Jordi Vitrià, Santi Seguí, Patrick Brandao:
ResNet. Computer-Aided Analysis of Gastrointestinal Videos 2021: 99-114 - 2013
- [p1]Michal Drozdzal, Santi Seguí
, Petia Radeva
, Carolina Malagelada
, Fernando Azpiroz
, Jordi Vitrià
:
An Application for Efficient Error-Free Labeling of Medical Images. Multimodal Interaction in Image and Video Applications 2013: 1-16
Informal and Other Publications
- 2023
- [i7]Mariona Carós, Ariadna Just, Santi Seguí, Jordi Vitrià:
Self-Supervised Pre-Training Boosts Semantic Scene Segmentation on LiDAR data. CoRR abs/2309.02139 (2023) - 2022
- [i6]Guillem Pascual, Pablo Laiz, Albert García, Hagen Wenzek, Jordi Vitrià, Santi Seguí:
Time-based Self-supervised Learning for Wireless Capsule Endoscopy. CoRR abs/2204.09773 (2022) - [i5]Mariona Caros, Ariadna Just, Santi Seguí, Jordi Vitrià:
Object Segmentation of Cluttered Airborne LiDAR Point Clouds. CoRR abs/2210.16081 (2022) - 2019
- [i4]Pablo Laiz, Jordi Vitrià, Hagen Wenzek, Carolina Malagelada, Fernando Azpiroz, Santi Seguí:
WCE Polyp Detection with Triplet based Embeddings. CoRR abs/1912.04643 (2019) - 2018
- [i3]Guillem Pascual, Santi Seguí, Jordi Vitrià:
Uncertainty Gated Network for Land Cover Segmentation. CoRR abs/1805.11348 (2018) - 2016
- [i2]Santi Seguí, Michal Drozdzal, Guillem Pascual, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià:
Generic Feature Learning for Wireless Capsule Endoscopy Analysis. CoRR abs/1607.07604 (2016) - 2015
- [i1]Santi Seguí, Oriol Pujol, Jordi Vitrià:
Learning to count with deep object features. CoRR abs/1505.08082 (2015)
Coauthor Index
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