Histogram intersection kernel for image classification

Annalisa Barla, Francesca Odone, Alessandro Verri

EngineeringMachine LearningFeature DetectionBiometricsKernel Function +15

Learning from Examples as an Inverse Problem

Ernesto De Vito, Lorenzo Rosasco, Andrea Caponnetto, +2

Journal of Machine Learning Research

Artificial IntelligenceMathematical ProgrammingInverse ProblemEngineeringMachine Learning +13

Building kernels from binary strings for image matching

Francesca Odone, Annalisa Barla, Alessandro Verri

IEEE Transactions on Image Processing

EngineeringMachine LearningSimilarity MeasureBiometricsHistogram Intersection +18

Adaptive Body Gesture Representation for Automatic Emotion Recognition

Stefano Piana, Alessandra Staglianò, Francesca Odone, +1

ACM Transactions on Interactive Intelligent Systems

EngineeringFull-body MovementHuman Pose Estimation3D Pose EstimationBiometrics +22

Markerless vs. Marker-Based Gait Analysis: A Proof of Concept Study

Matteo Moro, Giorgia Marchesi, Filip Hesse, +2

Sensors

Gait AnalysisPhysical ActivityEngineeringHuman Pose Estimation3D Pose Estimation +20

SVD-matching using SIFT features

Elisabetta Delponte, Francesco Isgrò, Francesca Odone, +1

Graphical Models

Support Vector MachineImage AnalysisMachine VisionFeature DetectionEngineering +5

Feature selection for high-dimensional data

Augusto Destrero, Sofia Mosci, Christine De Mol, +2

Computational Management Science

EngineeringMachine LearningData ScienceData MiningPattern Recognition +4

Using Object Affordances to Improve Object Recognition

Claudio Castellini, Tatiana Tommasi, Nicoletta Noceti, +2

IEEE Transactions on Autonomous Mental Development

EngineeringMachine LearningDexterous ManipulationHuman Pose EstimationObject Categorization +15

Real-time Automatic Emotion Recognition from Body Gestures

Stefano Piana, Alessandra Staglianò, Francesca Odone, +2

arXiv (Cornell University)

EngineeringHuman Pose EstimationBiometricsAffective NeuroscienceWearable Technology +18

Edges and Corners With Shearlets

Miguel A. Duval-Poo, Francesca Odone, Ernesto De Vito

IEEE Transactions on Image Processing

EngineeringFeature DetectionGeometryBiometricsSubdivision Surface +16