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List of works by Sergio Escalera

A Framework of Multi-classifier Fusion for Human Action Recognition

scientific article published in August 2014

A Framework towards the Unification of Ensemble Classification Methods

scientific article published in December 2013

A Genetic Inspired Optimization for ECOC

scientific article published in 2012

A computational framework for cancer response assessment based on oncological PET-CT scans.

scientific article published on 22 October 2014

A fully-automatic caudate nucleus segmentation of brain MRI: application in volumetric analysis of pediatric attention-deficit/hyperactivity disorder

scientific article published on 5 December 2011

A genetic-based subspace analysis method for improving Error-Correcting Output Coding

scientific article published in October 2013

A survey on model based approaches for 2D and 3D visual human pose recovery

scientific article published on 03 March 2014

ASTRA: An Action Spotting TRAnsformer for Soccer Videos

scientific article published on 26 October 2023

Accurate 3D measurement using optical depth information

scientific article published on 3 September 2015

Accurate and Robust Fully-Automatic QCA: Method and Numerical Validation

scientific article published in 2011

Accurate coronary centerline extraction, caliber estimation and catheter detection in angiographies

scientific article published on 28 September 2012

Actions in Context: System for People with Dementia

scientific article published on 20 December 2013

Adding Classes Online in Error Correcting Output Codes Framework

scientific article published in August 2010

An incremental node embedding technique for error correcting output codes

scientific article published in February 2008

Automatic Detection of Dominance and Expected Interest

scientific article published on 2 June 2010

Automatic Internal Segmentation of Caudate Nucleus for Diagnosis of Attention-Deficit/Hyperactivity Disorder

Automatic Tumor Volume Segmentation in Whole-Body PET/CT Scans: A Supervised Learning Approach

scientific article published in April 2015

Automatic brain caudate nuclei segmentation and classification in diagnostic of Attention-Deficit/Hyperactivity Disorder.

scientific article published on 5 September 2012

Automatic digital biometry analysis based on depth maps

scientific article published in December 2013

Automatic user interaction correction via Multi-label Graph cuts

scientific article published in November 2011

Biologically Inspired Path Execution Using SURF Flow in Robot Navigation

scientific article published in 2011

Blurred Shape Model for binary and grey-level symbol recognition

scientific article published in November 2009

Boosted Landmarks of Contextual Descriptors and Forest-ECOC: A novel framework to detect and classify objects in cluttered scenes

scientific article published in October 2007

ChaLearn Looking at People Challenge 2014: Dataset and Results

scientific article published in 2015

ChaLearn multi-modal gesture recognition 2013

scientific article published in 2013

Challenges in Multi-modal Gesture Recognition

scientific article published in 2017

Circular Blurred Shape Model for symbol spotting in documents

scientific article published in November 2009

Circular blurred shape model for multiclass symbol recognition

scientific article published on 19 August 2010

Classification of Coronary Damage in Chronic Chagasic Patients

scientific article published in 2010

Combining local and global learners in the pairwise multiclass classification

scientific article published on 24 June 2014

Complex Salient Regions for Computer Vision Problems

scientific article published in June 2007

Contextual-Guided Bag-of-Visual-Words Model for Multi-class Object Categorization

scientific article published in 2009

Continuous Generalized Procrustes analysis

scientific article published in February 2014

Coronary damage classification of patients with the Chagas disease with Error-Correcting Output Codes

scientific article published in September 2008

Data’s Hidden Data: Qualitative Revelations of Sports Efficiency Analysis brought by Neural Network Performance Metrics

scientific article published on 19 December 2018

Deep Learning for Action and Gesture Recognition in Image Sequences: A Survey

scientific article published in 2017

Deep learning with self-supervision and uncertainty regularization to count fish in underwater images

scientific article published on 04 May 2022

Deriving global quantitative tumor response parameters from 18F-FDG PET-CT scans in patients with non-Hodgkin's lymphoma

scientific article published on April 2015

Detection of Complex Salient Regions

scientific article published on 8 May 2008

Dominance detection in face-to-face conversations

scientific article published in June 2009

ECOC-ONE: A Novel Coding and Decoding Strategy

scientific article published in 2006

Efficient Pairwise Classification Using Local Cross Off Strategy

scientific article published in 2012

Error correcting output codes for multiclass classification: Application to two image vision problems

scientific article published in May 2012

Error-Correcting Factorization.

scientific article published on 16 October 2017

FM-CLIP: Flexible Modal CLIP for Face Anti-Spoofing

scientific article published on 26 October 2024

Featureweighting in dynamic timewarping for gesture recognition in depth data

scientific article published in November 2011

First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis

scientific article published in 2022

Forest Extension of Error Correcting Output Codes and Boosted Landmarks

scientific article published in 2006

Fractional Programming Weighted Decoding for Error-Correcting Output Codes

scientific article published in 2015

Generalized multi-scale stacked sequential learning for multi-class classification

scientific article published on 19 April 2013

Generic Subclass Ensemble: A Novel Approach to Ensemble Classification

scientific article published in August 2014

GrabCut-based human segmentation in video sequences

scientific article

Graph cuts optimization for multi-limb human segmentation in depth maps

scientific article published in June 2012

Guest Editorial: Apparent Personality Analysis

scientific article published in July 2018

Guest Editorial: The Computational Face

scientific article published in November 2018

Hand Drawn Symbol Recognition by Blurred Shape Model Descriptor and a Multiclass Classifier

article published in Lecture Notes in Computer Science

HuPBA8k+: Dataset and ECOC-Graph-Cut based segmentation of human limbs

scientific article published in February 2015

Human Behavior Analysis from Depth Maps

scientific article published in 2012

Human Body Segmentation with Multi-limb Error-Correcting Output Codes Detection and Graph Cuts Optimization

scientific article published in 2013

IVUS tissue characterization with sub-class error-correcting output codes

scientific article published in June 2008

Intelligent GPGPU Classification in Volume Visualization: A framework based on Error-Correcting Output Codes

scientific article published in September 2011

Intravascular Ultrasound Tissue Characterization with Sub-class Error-Correcting Output Codes

scientific article published on 6 June 2008

Introducing the Separability Matrix for Error Correcting Output Codes Coding

scientific article published in 2011

Iterative multi-class multi-scale stacked sequential learning: Definition and application to medical volume segmentation

scientific article published in September 2014

Learning to Segment Humans by Stacking Their Body Parts

scientific article published in 2015

Logo Recognition Based on the Dempster-Shafer Fusion of Multiple Classifiers

scientific article published in 2013

Minimal design of error-correcting output codes

scientific article published in April 2012

Modelling and analyzing multimodal dyadic interactions using social networks

scientific article published in 2010

Multi-class Binary Symbol Classification with Circular Blurred Shape Models

scientific article published in 2009

Multi-class Classification in Image Analysis via Error-Correcting Output Codes

scientific article published in 2011

Multi-class Multi-scale Stacked Sequential Learning

scientific article published in 2011

Multi-modal descriptors for multi-class hand pose recognition in human computer interaction systems

scientific article published in 2013

Multi-modal gesture recognition challenge 2013

scientific article published in 2013

Multi-modal laughter recognition in video conversations

scientific article published in June 2009

Multi-modal social signal analysis for predicting agreement in conversation settings

scientific article published in 2013

Multi-modal user identification and object recognition surveillance system

scientific article published in May 2013

Multi-part body segmentation based on depth maps for soft biometry analysis

scientific article published in April 2015

Obtaining quantitative global tumoral state indicators based on whole-body PET/CT scans: a breast cancer case study

scientific article published in April 2014

On the Design of Low Redundancy Error-Correcting Output Codes

scientific article published in 2011

On the decoding process in ternary error-correcting output codes.

scientific article published in January 2010

On the design of an ECOC-Compliant Genetic Algorithm

scientific article published in February 2014

Online error correcting output codes

scientific article published in February 2011

OpenCL based machine learning labeling of biomedical datasets

scientific article published on 3 March 2011

Organ Segmentation in Poultry Viscera Using RGB-D.

scientific article

Posture Analysis and Range of Movement Estimation Using Depth Maps

scientific article published in 2013

Probability-Based Dynamic Time Warping for Gesture Recognition on RGB-D Data

scientific article published in 2013

Probability-based Dynamic Time Warping and Bag-of-Visual-and-Depth-Words for Human Gesture Recognition in RGB-D

scientific article published in December 2014

Quality Enhancement Based on Reinforcement Learning and Feature Weighting for a Critiquing-Based Recommender

scientific article published in 2009

REACT2023: The First Multiple Appropriate Facial Reaction Generation Challenge

scientific article published on 27 October 2023

Re-coding ECOCs without re-training

scientific article published in May 2010

Recoding Error-Correcting Output Codes

scientific article published in 2009

Report on the Third Contest on Symbol Recognition

Rough Set Subspace Error-Correcting Output Codes

scientific article published in December 2012

Separability of ternary codes for sparse designs of error-correcting output codes

scientific article published in February 2009

Social network extraction and analysis based on multimodal dyadic interaction

scientific article published on 7 February 2012

Spatial codification of label predictions in multi-scale stacked sequential learning: a case study on multi-class medical volume segmentation

scientific article published in June 2015

Spatio-Temporal GrabCut human segmentation for face and pose recovery

scientific article published in June 2010

Spherical blurred shape model for 3-D object and pose recognition: quantitative analysis and HCI applications in smart environments

scientific article published on December 2014

Static and Dynamic Computational Cancer Spread Quantification in Whole Body FDG-PET/CT Scans

scientific article published in December 2014

Statistical Machine Learning for Human Behaviour Analysis

scientific article published on 07 May 2020

Sub-class Error-Correcting Output Codes

Subclass problem-dependent design for error-correcting output codes

scientific article published in June 2008

Subspace Procrustes Analysis

scientific article published in 2015

Supervised brain segmentation and classification in diagnostic of Attention-Deficit/Hyperactivity Disorder

Symbol Classification Using Dynamic Aligned Shape Descriptor

scientific article published in August 2010

Traffic Sign Recognition Using Evolutionary Adaboost Detection and Forest-ECOC Classification

scientific article published in March 2009

Traffic sign recognition system with β -correction

scientific article published on 6 June 2008

Tri-modal Person Re-identification with RGB, Depth and Thermal Features

scientific article published in June 2013

Uniform Sampling of Rotations for Discrete and Continuous Learning of 2D Shape Models

User Identification and Object Recognition in Clutter Scenes Based on RGB-Depth Analysis

scientific article published in 2012

Video-based Skill Assessment for Golf: Estimating Golf Handicap

scientific article published on 26 October 2023

Visual content layer for scalable object recognition in urban image databases

scientific article published in June 2009

Which Tokens to Use? Investigating Token Reduction in Vision Transformers