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List of works by Barbara Caputo

A Deeper Look at Dataset Bias

scientific article published in 2015

A Discriminative Approach to Robust Visual Place Recognition

A realistic benchmark for visual indoor place recognition

scholarly article in Robotics and Autonomous Systems, vol. 58 no. 1, January 2010

A spin glass model of a Markov random field

article

A theoretical framework for transfer of knowledge across modalities in artificial and biological systems

Adaptive learning to speed-up control of prosthetic hands: A few things everybody should know

scientific article published in July 2017

An Online Framework for Learning Novel Concepts over Multiple Cues

An SVM Confidence-Based Approach to Medical Image Annotation

scientific article published in 2009

Beyond Dataset Bias: Multi-task Unaligned Shared Knowledge Transfer

scientific article published in 2013

Building the Ninapro database: A resource for the biorobotics community

COLD: The CoSy Localization Database

Candidate biomarkers for mosquito age-grading identified by label-free quantitative analysis of protein expression in Aedes albopictus females.

scientific article published on 10 August 2015

Characterization of a benchmark database for myoelectric movement classification

scientific article published on 4 June 2014

Class-specific material categorisation

Classification of hand movements in amputated subjects by sEMG and accelerometers

scientific article published on January 2014

Classifying materials in the real world

Confidence-based cue integration for visual place recognition

DIRAC: Detection and Identification of Rare Audio-Visual Events

Digital mammography: a weak continuity texture representation for detection of microcalcifications

Discriminative cue integration for medical image annotation

scientific article published in November 2008

Effect of clinical parameters on the control of myoelectric robotic prosthetic hands

scientific article

Electromyography data for non-invasive naturally-controlled robotic hand prostheses

scientific article

Experiences in the creation of an electromyography database to help hand amputated persons.

scientific article published in January 2012

Exploiting accelerometers to improve movement classification for prosthetics

scientific article

From N to N+1: Multiclass Transfer Incremental Learning

scientific article

Frustratingly Easy NBNN Domain Adaptation

scientific article published in December 2013

Gaze, visual, myoelectric, and inertial data of grasps for intelligent prosthetics

scientific article published on 10 February 2020

Guest Editorial Representations and Architectures for Cognitive Systems

How to Combine Color and Shape Information for 3D Object Recognition: Kernels do the Trick ⬇️

scientific article published in January 2003

ImageCLEF 2013: The Vision, the Data and the Open Challenges

ImageCLEF 2014: Overview and Analysis of the Results

Improving Control of Dexterous Hand Prostheses Using Adaptive Learning

scientific article published in February 2013

Incremental learning for place recognition in dynamic environments

Indoor Place Recognition using Online Independent Support Vector Machines

Indoor Scene Recognition using Task and Saliency-driven Feature Pooling

Inferring Latent Domains for Unsupervised Deep Domain Adaptation

scientific article published on 08 August 2019

Integrating representative and discriminant models for object category detection

Kernel methods for melanoma recognition.

scientific article published in January 2006

Learning Categories From Few Examples With Multi Model Knowledge Transfer

scientific article published on May 2014

Learning methods for melanoma recognition

scientific article published on 18 November 2010

Learning to Learn, from Transfer Learning to Domain Adaptation: A Unifying Perspective

Leveraging over prior knowledge for online learning of visual categories

scientific article published in 2012

Local velocity-adapted motion events for spatio-temporal recognition

scientific article (publication date: December 2007)

Megane Pro: Myo-electricity, visual and gaze tracking data acquisitions to improve hand prosthetics

scientific article

Model adaptation with least-squares SVM for adaptive hand prosthetics

scholarly article published May 2009

Movement error rate for evaluation of machine learning methods for sEMG-based hand movement classification.

scientific article published on 29 January 2014

Multi-modal Semantic Place Classification

Multi-source Adaptive Learning for Fast Control of Prosthetics Hand

MultiDIAL: Domain Alignment Layers for (Multisource) Unsupervised Domain Adaptation

scientific article published on 10 June 2020

Multiclass transfer learning from unconstrained priors

scientific article published in November 2011

Natural control capabilities of robotic hands by hand amputated subjects

scientific article published on January 2014

OM-2: An online multi-class Multi-Kernel Learning algorithm Luo Jie

Object Category Detection Using Audio-Visual Cues

Object recognition using visuo-affordance maps

scientific article published in October 2010

On the challenge of classifying 52 hand movements from surface electromyography

scientific article published in January 2012

On-line independent support vector machines

scholarly article by Francesco Orabona et al published April 2010 in Pattern Recognition

Online-batch strongly convex Multi Kernel Learning

Overview of the CLEF 2009 Medical Image Annotation Track

scientific article published in 2010

Overview of the CLEF 2009 Robot Vision Track

Overview of the First Workshop on Medical Content–Based Retrieval for Clinical Decision Support at MICCAI 2009

Overview of the ImageCLEF@ICPR 2010 Robot Vision Track

Proceedings of the first workshop on Peripheral Machine Interfaces: going beyond traditional surface electromyography

scientific article published on 15 August 2014

Publisher Correction: Gaze, visual, myoelectric, and inertial data of grasps for intelligent prosthetics

scientific article published on 17 February 2020

Recognizing human actions: a local SVM approach

Repeatability of grasp recognition for robotic hand prosthesis control based on sEMG data

scientific article

SVM-based discriminative accumulation scheme for place recognition

Safety in numbers: Learning categories from few examples with multi model knowledge transfer

scientific article published in June 2010

Scene Recognition with Naive Bayes Non-linear Learning

Stable myoelectric control of a hand prosthesis using non-linear incremental learning

scientific article

The DIRAC AWEAR audio-visual platform for detection of unexpected and incongruent events

The more you know, the less you learn: from knowledge transfer to one-shot learning of object categories

scientific article published in 2009

The more you learn, the less you store: Memory-controlled incremental SVM for visual place recognition

article by Andrzej Pronobis et al published July 2010 in Image and Vision Computing

Towards a Quantitative Measure of Rareness

scientific article published in 2012

Towards a Theoretical Framework for Learning Multi-modal Patterns for Embodied Agents

Towards robust place recognition for robot localization

Towards semi-supervised learning of semantic spatial concepts

Transferring activities: Updating human behavior analysis

scientific article published in November 2011

Using Object Affordances to Improve Object Recognition

scientific article published in September 2011

Who’s Doing What: Joint Modeling of Names and Verbs for Simultaneous Face and Pose Annotation ⬇️

scientific article published in January 2009

Wide-scale analysis of protein expression in head and thorax of Aedes albopictus females

scientific article

You live, you learn, you forget: Continuous learning of visual places with a forgetting mechanism

article published in 2009

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