Santi Seguí

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 25

Top Topics

Scene Segmentation

Capsule Endoscopy

Top Venues

Comput. Biol. Medicine

RecSys Challenge

Publications

Mariona Carós, Ariadna Just, Santi Seguí, Jordi Vitrià
Effective Training and Inference Strategies for Point Classification in LiDAR Scenes. Remote. Sens. 16 (12) (2024)
Arnau Quindós, Pablo Laiz, Jordi Vitrià, Santi Seguí
Self-supervised out-of-distribution detection in wireless capsule endoscopy images. Artif. Intell. Medicine 143 (2023)
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 (2023)
Mariona Carós, Ariadna Just, Santi Seguí, Jordi Vitrià
Self-Supervised Pre-Training Boosts Semantic Scene Segmentation on LiDAR data. CoRR (2023)
Mariona Carós, Ariadna Just, Santi Seguí, Jordi Vitrià
Self-Supervised Pre-Training Boosts Semantic Scene Segmentation on LiDAR data. MVA (2023)
Mariona Carós, Ariadna Just, Santi Seguí, Jordi Vitrià
Addressing Scale and Density Challenges in LiDAR Point Classification. CCIA (2023)
Pere Gilabert, Carolina Malagelada, Hagen Wenzek, Jordi Vitrià, Santi Seguí
Leveraging Embedding Information to Create Video Capsule Endoscopy Datasets. MVA (2023)
Pere Gilabert, Carolina Malagelada, Hagen Wenzek, Jordi Vitrià, Santi Seguí
Automated Cleanliness Scoring and Digestive Content Segmentation for Capsule Endoscopy. CCIA (2023)
Mariona Caros, Ariadna Just, Santi Seguí, Jordi Vitrià
Object Segmentation of Cluttered Airborne LiDAR Point Clouds. CoRR (2022)
Mariona Carós, Ariadna Just, Santi Seguí, Jordi Vitrià
Object Segmentation of Cluttered Airborne LiDAR Point Clouds. CCIA (2022)
Guillem Pascual, Pablo Laiz, Albert García, Hagen Wenzek, Jordi Vitrià, Santi Seguí
Time-based Self-supervised Learning for Wireless Capsule Endoscopy. CoRR (2022)
Guillem Pascual, Jordi Vitrià, Santi Seguí
Time-coherent embeddings for Wireless Capsule Endoscopy. ICPR (2022)
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 (2022)
Pere Gilabert, Santi Seguí
Addressing the cold-start problem with a two-branch architecture for fair tweet recommendation. RecSys Challenge (2021)
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. 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) (2021)
Pablo Laiz, Jordi Vitrià, Hagen Wenzek, Carolina Malagelada, Fernando Azpiroz, Santi Seguí
WCE polyp detection with triplet based embeddings. Comput. Medical Imaging Graph. 86 (2020)
Pere Gilabert, Santi Seguí
Gradient Boosting and Language Model Ensemble for Tweet Recommendation. RecSys Challenge (2020)
Pablo Laiz, Jordi Vitrià, Hagen Wenzek, Carolina Malagelada, Fernando Azpiroz, Santi Seguí
WCE Polyp Detection with Triplet based Embeddings. CoRR (2019)
Pablo Laiz, Jordi Vitrià, Santi Seguí
Using the Triplet Loss for Domain Adaptation in WCE. ICCV Workshops (2019)
Guillem Pascual, Santi Seguí, Jordi Vitrià
Uncertainty Gated Network for Land Cover Segmentation. CVPR Workshops (2018)
Guillem Pascual, Santi Seguí, Jordi Vitrià
Uncertainty Gated Network for Land Cover Segmentation. CoRR (2018)
Hadi Keivan Ekbatani, Oriol Pujol, Santi Seguí
Synthetic Data Generation for Deep Learning in Counting Pedestrians. ICPRAM (2017)
Santi Seguí, Michal Drozdzal, Guillem Pascual, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià
Generic Feature Learning for Wireless Capsule Endoscopy Analysis. CoRR (2016)
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 (2016)
Santi Seguí, Michal Drozdzal, Guillem Pascual, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià
Deep Learning Features for Wireless Capsule Endoscopy Analysis. CIARP (2016)
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 (2015)
Santi Seguí, Oriol Pujol, Jordi Vitrià
Learning to count with deep object features. CVPR Workshops (2015)
Santi Seguí, Oriol Pujol, Jordi Vitrià
Learning to count with deep object features. CoRR (2015)
Michal Drozdzal, Jordi Vitrià, Santi Seguí, Carolina Malagelada, Fernando Azpiroz, Petia Radeva
Intestinal event segmentation for endoluminal video analysis. ICIP (2014)
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) (2014)
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) (2013)
Santi Seguí, Laura Igual, Jordi Vitrià
Bagged One-Class Classifiers in the Presence of Outliers. Int. J. Pattern Recognit. Artif. Intell. 27 (5) (2013)
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)
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) (2012)
Petia Radeva, Michal Drozdzal, Santi Seguí, Laura Igual, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià
Active labeling: Application to wireless endoscopy analysis. HPCS (2012)
Santi Seguí, Michal Drozdzal, Petia Radeva, Jordi Vitrià
An Integrated Approach to Contextual Face Detection. ICPRAM (2) (2012)
Ekaterina Zaytseva, Santi Seguí, Jordi Vitrià
Sketchable Histograms of Oriented Gradients for Object Detection. CIARP (2012)
Michal Drozdzal, Santi Seguí, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià, Petia Radeva
Interactive Labeling of WCE Images. IbPRIA (2011)
Santi Seguí, Laura Igual, Jordi Vitrià
Weighted Bagging for Graph Based One-Class Classifiers. MCS (2010)
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) (2008)
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)
Laura Igual, Santi Seguí, Jordi Vitrià, Fernando Azpiroz, Petia Radeva
Eigenmotion-Based Detection of Intestinal Contractions. CAIP (2007)
Santi Seguí, Laura Igual, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià
A Semi-supervised Learning Method for Motility Disease Diagnostic. CIARP (2007)