Research
Publications
Lorenzo Vaquero Otal

Publications

Lorenzo Vaquero Otal

2023
Visual Multi-Object Tracking through Deep Learning
Author/s: Lorenzo Vaquero Otal
Thesis · 2023-07-24
Depth Estimation and Image Restoration by Deep Learning from Defocused Images
Author/s: Saqib Nazir, Lorenzo Vaquero, Manuel Mucientes, Víctor M. Brea, Daniela Coltuc
Article · IEEE Transactions on Computational Imaging, 2023
Ranked Q1Download available
2022
Real-Time Siamese Multiple Object Tracker with Enhanced Proposals
Author/s: Lorenzo Vaquero, Víctor M. Brea, Manuel Mucientes
Article · Pattern Recognition, 2022
Ranked Q1Download available
2HDED:NET for joint depth estimation and image deblurring from a single out-of-focus image
Author/s: Saqib Nazir, Lorenzo Vaquero, Manuel Mucientes, Víctor M. Brea, Daniela Coltuc
Congress · IEEE International Conference on Image Processing (ICIP 2022). Burdeos, Francia. 2022
Rated B in ICORERated A-, Class 2 in GGSDownload available
Fast Multi-Object Tracking with Feature Pyramid and Region Proposal Networks
Author/s: Lorenzo Vaquero, Víctor M. Brea, Manuel Mucientes
Congress · 26TH International Conference on Pattern Recognition. Montreal, Quebec. 2022
Rated B in ICORERated A-, Class 2 in GGSDownload available
Tracking More Than 100 Arbitrary Objects at 25 FPS Through Deep Learning
Author/s: Lorenzo Vaquero, Víctor M. Brea, Manuel Mucientes
Article · Pattern Recognition, 2022
Ranked Q1Download available
2021
SiamMT: Real-Time Arbitrary Multi-Object Tracking
Author/s: Lorenzo Vaquero, Manuel Mucientes and Víctor M. Brea
Congress · 25th International Conference on Pattern Recognition 2020. Milan, Italy. 2021
Rated B in ICORERated A-, Class 2 in GGS
2018
Deep Learning para detección y tracking de objetos en vídeo
Author/s: Brais Bosquet, Mauro Fernández-Sanjurjo, Lorenzo Vaquero, Daniel Cores, Víctor Brea, Manuel Mucientes
Congress · Machine Learning Workshop Galicia 2018. Vigo, Spain. 2018
Download available