Santi Seguí

48 papers B 2C 6Misc 4Journal 21Unranked 11
YearRankTypeTitle / Venue / Authors
2024 J jnl
Effective Training and Inference Strategies for Point Classification in LiDAR Scenes.
Remote. Sens.
Mariona Carós, Ariadna Just, Santi Seguí, Jordi Vitrià
2024 — book
Introduction to Data Science - A Python Approach to Concepts, Techniques and Applications, Second Edition
Laura Igual, Santi Seguí
2024 J jnl
Overcoming Diverse Undesired Effects in Recommender Systems: A Deontological Approach.
ACM Trans. Intell. Syst. Technol.
Paula Gómez Duran, Pere Gilabert, Santi Seguí, Jordi Vitrià
2023 — conf
Addressing Scale and Density Challenges in LiDAR Point Classification.
CCIA
Mariona Carós, Ariadna Just, Santi Seguí, Jordi Vitrià
2023 J jnl
Anatomical landmarks localization for capsule endoscopy studies.
Comput. Medical Imaging Graph.
Pablo Laiz, Jordi Vitrià, Pere Gilabert, Hagen Wenzek, Carolina Malagelada, Angus J. M. Watson, Santi Seguí
2023 — conf
Automated Cleanliness Scoring and Digestive Content Segmentation for Capsule Endoscopy.
CCIA
Pere Gilabert, Carolina Malagelada, Hagen Wenzek, Jordi Vitrià, Santi Seguí
2023 Misc conf
Leveraging Embedding Information to Create Video Capsule Endoscopy Datasets.
MVA
Pere Gilabert, Carolina Malagelada, Hagen Wenzek, Jordi Vitrià, Santi Seguí
2023 Misc conf
Self-Supervised Pre-Training Boosts Semantic Scene Segmentation on LiDAR data.
MVA
Mariona Carós, Ariadna Just, Santi Seguí, Jordi Vitrià
2023 J jnl
Self-Supervised Pre-Training Boosts Semantic Scene Segmentation on LiDAR data.
CoRR
Mariona Carós, Ariadna Just, Santi Seguí, Jordi Vitrià
2023 J jnl
Self-supervised out-of-distribution detection in wireless capsule endoscopy images.
Artif. Intell. Medicine
Arnau Quindós, Pablo Laiz, Jordi Vitrià, Santi Seguí
2022 — conf
Object Segmentation of Cluttered Airborne LiDAR Point Clouds.
CCIA
Mariona Carós, Ariadna Just, Santi Seguí, Jordi Vitrià
2022 J jnl
Object Segmentation of Cluttered Airborne LiDAR Point Clouds.
CoRR
Mariona Caros, Ariadna Just, Santi Seguí, Jordi Vitrià
2022 J jnl
Time-based Self-supervised Learning for Wireless Capsule Endoscopy.
CoRR
Guillem Pascual, Pablo Laiz, Albert García, Hagen Wenzek, Jordi Vitrià, Santi Seguí
2022 J jnl
Time-based self-supervised learning for Wireless Capsule Endoscopy.
Comput. Biol. Medicine
Guillem Pascual, Pablo Laiz, Albert García, Hagen Wenzek, Jordi Vitrià, Santi Seguí
2022 B conf
Time-coherent embeddings for Wireless Capsule Endoscopy.
ICPR
Guillem Pascual, Jordi Vitrià, Santi Seguí
2021 — conf
Addressing the cold-start problem with a two-branch architecture for fair tweet recommendation.
RecSys Challenge
Pere Gilabert, Santi Seguí
2021 J jnl
Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge.
IEEE Trans. Medical Imaging
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
2021 — ch.
ResNet.
Computer-Aided Analysis of Gastrointestinal Videos
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
2020 — conf
Gradient Boosting and Language Model Ensemble for Tweet Recommendation.
RecSys Challenge
Pere Gilabert, Santi Seguí
2020 J jnl
WCE polyp detection with triplet based embeddings.
Comput. Medical Imaging Graph.
Pablo Laiz, Jordi Vitrià, Hagen Wenzek, Carolina Malagelada, Fernando Azpiroz, Santi Seguí
2019 — conf
Using the Triplet Loss for Domain Adaptation in WCE.
ICCV Workshops
Pablo Laiz, Jordi Vitrià, Santi Seguí
2019 J jnl
WCE Polyp Detection with Triplet based Embeddings.
CoRR
Pablo Laiz, Jordi Vitrià, Hagen Wenzek, Carolina Malagelada, Fernando Azpiroz, Santi Seguí
2018 — conf
Uncertainty Gated Network for Land Cover Segmentation.
CVPR Workshops
Guillem Pascual, Santi Seguí, Jordi Vitrià
2018 J jnl
Uncertainty Gated Network for Land Cover Segmentation.
CoRR
Guillem Pascual, Santi Seguí, Jordi Vitrià
2017 — book
Introduction to Data Science - A Python Approach to Concepts, Techniques and Applications
Laura Igual, Santi Seguí
2017 C conf
Synthetic Data Generation for Deep Learning in Counting Pedestrians.
ICPRAM
Hadi Keivan Ekbatani, Oriol Pujol, Santi Seguí
2016 C conf
Deep Learning Features for Wireless Capsule Endoscopy Analysis.
CIARP
Santi Seguí, Michal Drozdzal, Guillem Pascual, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià
2016 J jnl
Generic Feature Learning for Wireless Capsule Endoscopy Analysis.
CoRR
Santi Seguí, Michal Drozdzal, Guillem Pascual, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià
2016 J jnl
Generic feature learning for wireless capsule endoscopy analysis.
Comput. Biol. Medicine
Santi Seguí, Michal Drozdzal, Guillem Pascual, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià
2015 — conf
Learning to count with deep object features.
CVPR Workshops
Santi Seguí, Oriol Pujol, Jordi Vitrià
2015 J jnl
Learning to count with deep object features.
CoRR
Santi Seguí, Oriol Pujol, Jordi Vitrià
2015 J jnl
Motility bar: A new tool for motility analysis of endoluminal videos.
Comput. Biol. Medicine
Michal Drozdzal, Santi Seguí, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià
2014 J jnl
Detection of Wrinkle Frames in Endoluminal Videos Using Betweenness Centrality Measures for Images.
IEEE J. Biomed. Health Informatics
Santi Seguí, Michal Drozdzal, Ekaterina Zaytseva, Carolina Malagelada, Fernando Azpiroz, Petia Radeva, Jordi Vitrià
2014 B conf
Intestinal event segmentation for endoluminal video analysis.
ICIP
Michal Drozdzal, Jordi Vitrià, Santi Seguí, Carolina Malagelada, Fernando Azpiroz, Petia Radeva
2013 Misc conf
A new image centrality descriptor for wrinkle frame detection in WCE videos.
MVA
Santi Seguí, Ekaterina Zaytseva, Michal Drozdzal, Carolina Malagelada, Fernando Azpiroz, Petia Radeva, Jordi Vitrià
2013 J jnl
Adaptable image cuts for motility inspection using WCE.
Comput. Medical Imaging Graph.
Michal Drozdzal, Santi Seguí, Jordi Vitrià, Carolina Malagelada, Fernando Azpiroz, Petia Radeva
2013 — ch.
An Application for Efficient Error-Free Labeling of Medical Images.
Multimodal Interaction in Image and Video Applications
Michal Drozdzal, Santi Seguí, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià
2013 J jnl
Bagged One-Class Classifiers in the Presence of Outliers.
Int. J. Pattern Recognit. Artif. Intell.
Santi Seguí, Laura Igual, Jordi Vitrià
2012 — conf
Active labeling: Application to wireless endoscopy analysis.
HPCS
Petia Radeva, Michal Drozdzal, Santi Seguí, Laura Igual, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià
2012 — conf
An Integrated Approach to Contextual Face Detection.
ICPRAM (2)
Santi Seguí, Michal Drozdzal, Petia Radeva, Jordi Vitrià
2012 J jnl
Categorization and Segmentation of Intestinal Content Frames for Wireless Capsule Endoscopy.
IEEE Trans. Inf. Technol. Biomed.
Santi Seguí, Michal Drozdzal, Fernando Vilariño, Carolina Malagelada, Fernando Azpiroz, Petia Radeva, Jordi Vitrià
2012 C conf
Sketchable Histograms of Oriented Gradients for Object Detection.
CIARP
Ekaterina Zaytseva, Santi Seguí, Jordi Vitrià
2011 Misc conf
Interactive Labeling of WCE Images.
IbPRIA
Michal Drozdzal, Santi Seguí, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià, Petia Radeva
2010 — conf
Weighted Bagging for Graph Based One-Class Classifiers.
MCS
Santi Seguí, Laura Igual, Jordi Vitrià
2008 J jnl
A sparse Bayesian approach for joint feature selection and classifier learning.
Pattern Anal. Appl.
Àgata Lapedriza, Santi Seguí, David Masip, Jordi Vitrià
2008 C conf
Diagnostic System for Intestinal Motility Disfunctions Using Video Capsule Endoscopy.
ICVS
Santi Seguí, Laura Igual, Fernando Vilariño, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià
2007 C conf
A Semi-supervised Learning Method for Motility Disease Diagnostic.
CIARP
Santi Seguí, Laura Igual, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià
2007 C conf
Eigenmotion-Based Detection of Intestinal Contractions.
CAIP
Laura Igual, Santi Seguí, Jordi Vitrià, Fernando Azpiroz, Petia Radeva