Sotabase

Career

· Professor, Politecnico di Torino2018–
· Research Director, Italian Institute of Technology2017–2021
· Consultant, Rodan + Fields2017–
· Associate Professor, Sapienza Rome University2013–2017
· Senior Researcher, IDiap Research Institute2007–2013
· PhD in Computer Science, Royal Institute of Technology (KTH), Sweden2005–
· Owner, Barbara Caputo, CPE, and Associates, Electrolysis Clinic1985–2021
· Licensed and Certified Professional Electrologist And Consultant, Self-employed1985–
· Certified and Licensed, Accurate Electrolysis School

Publications (207)

Recognizing human actions: a local SVM approach
Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. · 2004
4,155
cited
Domain Generalization by Solving Jigsaw Puzzles
Computer Vision and Pattern Recognition · 2019
911
cited
Electromyography data for non-invasive naturally-controlled robotic hand prostheses
Scientific Data · 2014
847
cited
Recognition with local features: the kernel recipe
Proceedings Ninth IEEE International Conference on Computer Vision · 2003
439
cited
On the Significance of Real-World Conditions for Material Classification
European Conference on Computer Vision · 2004
398
cited
A Deeper Look at Dataset Bias
Domain Adaptation in Computer Vision Applications · 2015
345
cited
Modeling the Background for Incremental Learning in Semantic Segmentation
Computer Vision and Pattern Recognition · 2020
344
cited
Class-specific material categorisation
Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 · 2005
333
cited
AutoDIAL: Automatic Domain Alignment Layers
IEEE International Conference on Computer Vision · 2017
332
cited
Characterization of a Benchmark Database for Myoelectric Movement Classification
IEEE transactions on neural systems and rehabilitation engineering · 2015
263
cited
Building the Ninapro database: A resource for the biorobotics community
International Conference on Biomedical Robotics and Biomechatronics · 2012
252
cited
From Source to Target and Back: Symmetric Bi-Directional Adaptive GAN
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2017
247
cited
Safety in numbers: Learning categories from few examples with multi model knowledge transfer
2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition · 2010
230
cited
Multi-modal Semantic Place Classification
Int. J. Robotics Res. · 2010
208
cited
Proceedings of the first workshop on Peripheral Machine Interfaces: going beyond traditional surface electromyography
Front. Neurorobot. · 2014
206
cited
Looking beyond appearances: Synthetic training data for deep CNNs in re-identification
Computer Vision and Image Understanding · 2017
204
cited
A Survey on Deep Visual Place Recognition
IEEE Access · 2021
192
cited
Movement Error Rate for Evaluation of Machine Learning Methods for sEMG-Based Hand Movement Classification
IEEE transactions on neural systems and rehabilitation engineering · 2014
192
cited
Local velocity-adapted motion events for spatio-temporal recognition
Computer Vision and Image Understanding · 2007
191
cited
Learning Categories From Few Examples With Multi Model Knowledge Transfer
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2014
171
cited
Sotabase
Barbara Caputo | Researcher Profile | Sotabase | Sotabase