Get started
Author

José A. Rodríguez-Serrano

Observed names: J. A. Rodriguez-Serrano, Jose A Rodriguez-Serrano, Jose A. Rodriguez-Serrano, Jose A. Rodríguez-Serrano, Jose Rodriguez-Serrano, José A. Rodriguez-Serrano, José Antonio Rodriguez-Serrano, José Rodríguez-Serrano, Rodriguez-Serrano, Jose A., Rodríguez-Serrano, Jose A.
Observed institutions: Universitat Autònoma de Barcelona, Banco Bilbao Vizcaya Argentaria (Spain), Loughborough University, Xerox (France), Computer Vision Center, Esade, Universitat Ramon Llull
ORCID: 0009-0005-0239-8117
Observed ORCID: 0009-0005-0239-8117
OpenAlex ID: A5028150113
Handwritten word-spotting using hidden Markov models and universal vocabularies
2009 · José A. Rodríguez-Serrano, Florent Perronnin · Pattern Recognition · 166
Label Embedding: A Frugal Baseline for Text Recognition
2014 · Jose A. Rodriguez-Serrano, Albert Gordo, et al. · International Journal of Computer Vision · 102
A Model-Based Sequence Similarity with Application to Handwritten Word Spotting
2012 · José A. Rodríguez-Serrano, F. Perronnin · IEEE Transactions on Pattern Analysis and Machine Intelligence · 96
Leveraging category-level labels for instance-level image retrieval
2012 · A. Gordoa, J. A. Rodriguez-Serrano, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 77
Robust abandoned object detection integrating wide area visual surveillance and social context
2013 · James Ferryman, David Hogg, et al. · Pattern Recognition Letters · 43
PDF
Fisher Kernels for Handwritten Word-spotting
2009 · Florent Perronnin, Jose A. Rodriguez-Serrano · IAPR International Conference on Document Analysis and Recognition (ICDAR) · 39
Machine Learning in Finance
2021 · Senthil Kumar, Leman Akoglu, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 36
A similarity measure between vector sequences with application to handwritten word image retrieval
2009 · Jose A. Rodriguez-Serrano, Florent Perronnin, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 33
Vehicle type classification from laser scanner profiles: A benchmark of feature descriptors
2013 · Harsimrat Sandhawalia, Jose A. Rodriguez-Serrano, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC) · 29
Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians
2019 · Brando, Axel, Rodríguez-Serrano, Jose A., et al. · arXiv (Cornell University) · 19
PDF
Prototype-based learning for real estate valuation: a machine learning model that explains prices
2024 · Jose A. Rodriguez-Serrano · Annals of Operations Research · 18
PDF
Synthesizing queries for handwritten word image retrieval
2012 · Jose A. Rodriguez-Serrano, Florent Perronnin · Pattern Recognition · 18
Uncertainty Modelling in Deep Networks: Forecasting Short and Noisy Series
2019 · Axel Brando, Jose A. Rodríguez-Serrano, et al. · Lecture notes in computer science · 17
PDF
Unsupervised writer adaptation of whole-word HMMs with application to word-spotting
2010 · José A. Rodríguez-Serrano, Florent Perronnin, et al. · Pattern Recognition Letters · 17
Data-Driven Detection of Prominent Objects
2015 · Jose A. Rodriguez-Serrano, Diane Larlus, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 16
Handwritten Word Image Retrieval with Synthesized Typed Queries
2009 · José A. Rodríguez-Serrano, Florent Perronnin · IAPR International Conference on Document Analysis and Recognition (ICDAR) · 14
Vehicle type classification from laser scans with global alignment kernels
2014 · Boris Chidlovskii, Gabriela Csurka, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC) · 11
Trajectory clustering in CCTV traffic videos using probability product kernels with hidden Markov models
2012 · José A. Rodríguez-Serrano, Sameer Singh · Pattern Analysis and Applications · 11
Image simulation for automatic license plate recognition
2012 · Raja Bala, Yonghui Zhao, et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 10
Self-Learning Camera: Autonomous Adaptation of Object Detectors to Unlabeled Video Streams
2014 · Gaidon, Adrien, Zen, Gloria, et al. · arXiv (Cornell University) · 9
PDF
Deep Non-Crossing Quantiles through the Partial Derivative
2022 · Brando, Axel, Gimeno, Joan, et al. · arXiv (Cornell University) · 8
PDF
Building Uncertainty Models on Top of Black-Box Predictive APIs
2020 · Axel Brando, Clara Torres-Latorre, et al. · IEEE Access · 8
PDF
Data-Driven Vehicle Identification by Image Matching
2012 · Jose A. Rodriguez-Serrano, Harsimrat Sandhawalia, et al. · Lecture notes in computer science · 7
Zero-Shot Visualization: Exploring Text Corpora with User-Prompted Axes
2026 · Tricas, Arnau Bueno, Rodríguez-Serrano, Jose A. · arXiv (Cornell University)
PDF
KDD 9th Workshop on Machine Learning in Finance
2026 · Saurabh Nagrecha, Eren Kurshan, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
Works count: 33
Citation count: 804
H-index: 15
I10-index: 19
Year
Topic
Type