Lista de obras - Barbara Caputo - Dominio Público Uruguay

A Deeper Look at Dataset Bias

artículo científico publicado en 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

artículo científico publicado en 2017

An Online Framework for Learning Novel Concepts over Multiple Cues

An SVM Confidence-Based Approach to Medical Image Annotation

artículo científico publicado en 2009

Beyond Dataset Bias: Multi-task Unaligned Shared Knowledge Transfer

artículo científico publicado en 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.

artículo científico publicado en 2015

Characterization of a benchmark database for myoelectric movement classification

artículo científico publicado en 2014

Class-specific material categorisation

Classification of hand movements in amputated subjects by sEMG and accelerometers

artículo científico publicado en 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

artículo científico publicado en 2008

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

artículo científico publicado en 2016

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

artículo científico publicado en 2014

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

artículo científico publicado en 2012

Exploiting accelerometers to improve movement classification for prosthetics

artículo científico publicado en 2013

From N to N+1: Multiclass Transfer Incremental Learning

articulo cientifico

Frustratingly Easy NBNN Domain Adaptation

artículo científico publicado en 2013

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

artículo científico publicado en 2020

Guest Editorial Representations and Architectures for Cognitive Systems

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

artículo científico publicado en 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

artículo científico publicado en 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.

artículo científico publicado en 2006

Learning Categories From Few Examples With Multi Model Knowledge Transfer

artículo científico publicado en 2014

Learning methods for melanoma recognition

artículo científico publicado en 2010

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

Leveraging over prior knowledge for online learning of visual categories

artículo científico publicado en 2012

Local velocity-adapted motion events for spatio-temporal recognition

artículo científico publicado en 2007

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

artículo científico publicado en 2017

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.

artículo científico publicado en 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

artículo científico publicado en 2020

Multiclass transfer learning from unconstrained priors

artículo científico publicado en 2011

Natural control capabilities of robotic hands by hand amputated subjects

artículo científico publicado en 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

artículo científico publicado en 2010

On the challenge of classifying 52 hand movements from surface electromyography

artículo científico publicado en 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

artículo científico publicado en 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

artículo científico

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

artículo científico publicado en 2020

Recognizing human actions: a local SVM approach

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

artículo científico publicado en 2017

SVM-based discriminative accumulation scheme for place recognition

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

artículo científico publicado en 2010

Scene Recognition with Naive Bayes Non-linear Learning

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

artículo científico publicado en 2014

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

artículo científico publicado en 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

artículo científico publicado en 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

artículo científico publicado en 2011

Using Object Affordances to Improve Object Recognition

artículo científico publicado en 2011

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

artículo científico publicado en 2009

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

artículo científico publicado en 2017

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

article published in 2009

Lista de obras de Barbara Caputo

A Deeper Look at Dataset Bias

A Discriminative Approach to Robust Visual Place Recognition

A realistic benchmark for visual indoor place recognition

A spin glass model of a Markov random field

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

An Online Framework for Learning Novel Concepts over Multiple Cues

An SVM Confidence-Based Approach to Medical Image Annotation

Beyond Dataset Bias: Multi-task Unaligned Shared Knowledge Transfer

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.

Characterization of a benchmark database for myoelectric movement classification

Class-specific material categorisation

Classification of hand movements in amputated subjects by sEMG and accelerometers

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

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

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

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

Exploiting accelerometers to improve movement classification for prosthetics

From N to N+1: Multiclass Transfer Incremental Learning

Frustratingly Easy NBNN Domain Adaptation

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

Guest Editorial Representations and Architectures for Cognitive Systems

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

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

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

Integrating representative and discriminant models for object category detection

Kernel methods for melanoma recognition.

Learning Categories From Few Examples With Multi Model Knowledge Transfer

Learning methods for melanoma recognition

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

Leveraging over prior knowledge for online learning of visual categories

Local velocity-adapted motion events for spatio-temporal recognition

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

Model adaptation with least-squares SVM for adaptive hand prosthetics

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

Multi-modal Semantic Place Classification

Multi-source Adaptive Learning for Fast Control of Prosthetics Hand

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

Multiclass transfer learning from unconstrained priors

Natural control capabilities of robotic hands by hand amputated subjects

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

On the challenge of classifying 52 hand movements from surface electromyography

On-line independent support vector machines

Online-batch strongly convex Multi Kernel Learning

Overview of the CLEF 2009 Medical Image Annotation Track

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

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

Recognizing human actions: a local SVM approach

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

SVM-based discriminative accumulation scheme for place recognition

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

Scene Recognition with Naive Bayes Non-linear Learning

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

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

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

Towards a Quantitative Measure of Rareness

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

Using Object Affordances to Improve Object Recognition

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