List of works by Jaime S. Cardoso

1st MICCAI workshop on deep learning in medical image analysis

scholarly article by Gustavo Carneiro et al published 5 April 2018 in Computer methods in biomechanics and biomedical engineering. Imaging & visualization

A 3D low-cost solution for the aesthetic evaluation of breast cancer conservative treatment

A Class Imbalance Ordinal Method for Alzheimer’s Disease Classification

A Comparative Analysis of Deep and Shallow Features for Multimodal Face Recognition in a Novel RGB-D-IR Dataset

article by Tiago Freitas et al published 2016 in Lecture Notes in Computer Science

A Comparative Analysis of Two Approaches to Periocular Recognition in Mobile Scenarios

article

A Novel Application of Universal Background Models for Periocular Recognition

A Regression Model for Predicting Shape Deformation after Breast Conserving Surgery

scientific article published on 9 January 2018

A Shortest Path Approach for Staff Line Detection

A Shortest Path Approach for Vibrating Line Detection and Tracking

A Systematic Survey of ML Datasets for Prime CV Research Areas—Media and Metadata

scientific article published in 2021

A cognitively-motivated framework for partial face recognition in unconstrained scenarios

scientific article published on 16 January 2015

A connected path approach for staff detection on a music score

A deep learning approach for the forensic evaluation of sexual assault

scholarly article by Kelwin Fernandes et al published 16 March 2018 in Pattern Analysis and Applications

A depth-map approach for automatic mice behavior recognition

A measure for mutual refinements of image segmentations.

scientific article published in August 2006

A new linear parametrization for peak friction coefficient estimation in real time

article published in 2010

A new optical music recognition system based on combined neural network

scholarly article by Cuihong Wen et al published June 2015 in Pattern Recognition Letters

A realistic evaluation of iris presentation attack detection

Active Learning from Video Streams in a Multi-camera Scenario

article published in 2014

An All-at-once Unimodal SVM Approach for Ordinal Classification

An Ordinal Data Method for the Classification with Reject Option

An accurate and interpretable model for BCCT.core

scientific article

Analysis of object description methods in a video object tracking environment

Assessing cosmetic results after breast conserving surgery

scientific article published on 13 March 2014

Automated Detection and Categorization of Genital Injuries Using Digital Colposcopy

Automated Detection of Malaria Parasites on Thick Blood Smears via Mobile Devices

scholarly article by Luís Rosado et al published 2016 in Procedia Computer Science

Automated Methods for the Decision Support of Cervical Cancer Screening Using Digital Colposcopies

Automatic Speaker Segmentation using Multiple Features and Distance Measures: A Comparison of Three Approaches

Automatic description of object appearances in a wide-area surveillance scenario

Averse Deep Semantic Segmentation

scientific article published on 01 July 2019

Binary ranking for ordinal class imbalance

Breast Conserving Surgery Outcome Prediction: A Patient-Specific, Integrated Multi-modal Imaging and Mechano-Biological Modelling Framework

Breast Contour Detection for the Aesthetic Evaluation of Breast Cancer Conservative Treatment

article

Breast Contour Detection with Stable Paths

Breast contour detection with shape priors

article

CAD systems for colorectal cancer from WSI are still not ready for clinical acceptance

scientific article published on 13 July 2021

Choosing observers for evaluation of aesthetic results in breast cancer conservative treatment

Classification Models with Global Constraints for Ordinal Data

Classification of Ordinal Data Using Neural Networks

Classification of optical music symbols based on combined neural network

Classification with Reject Option Using the Self-Organizing Map

Closed Shortest Path in the Original Coordinates with an Application to Breast Cancer

Combining Ranking with Traditional Methods for Ordinal Class Imbalance

article

Comparing two objective methods for the aesthetic evaluation of breast cancer conservative treatment

scientific article published on 7 September 2008

Constraining Type II Error: Building Intentionally Biased Classifiers

article

Context-based trajectory descriptor for human activity profiling

Corrigendum to “The unimodal model for the classification of ordinal data” [Neural Netw. 21 (2008) 78–79].

scientific article

Cross-layer classification framework for automatic social behavioural analysis in surveillance scenario

Diagnostic of Pathology on the Vertebral Column with Embedded Reject Option

scholarly article by Ajalmar R. da Rocha Neto et al published 2011 in Lecture Notes in Computer Science

Differential scorecards for binary and ordinal data

Discriminative directional classifiers

Ensemble of decision trees with global constraints for ordinal classification

Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms

scientific article published on 02 March 2020

Evolution, Current Challenges, and Future Possibilities in ECG Biometrics

article published in 2018

Factors determining esthetic outcome after breast cancer conservative treatment.

scientific article published in March 2007

Feature Selection with Complexity Measure in a Quadratic Programming Setting

Filling the gap in quality assessment of video object tracking

Fine-to-Coarse Ranking in Ordinal and Imbalanced Domains: An Application to Liver Transplantation

Fingerprint Liveness Detection in the Presence of Capable Intruders

scientific article published on 19 June 2015

Fitting of Breast Data Using Free Form Deformation Technique

Fitting of superquadrics for breast modelling by geometric distance minimization

article

Foreword to the special issue on pattern recognition and image analysis

scholarly article by Jaime S. Cardoso et al published 15 July 2017 in Neural Computing and Applications

Fusion of Clinical, Self-Reported, and Multisensor Data for Predicting Falls

scientific article published on 08 November 2019

Global Constraints for Syntactic Consistency in OMR: An Ongoing Approach

Hierarchical medical image annotation using SVM-based approaches

scholarly article published November 2010

Hypothesis transfer learning based on structural model similarity

INbreast: toward a full-field digital mammographic database

scientific article

Improving the BCCT.core model with lateral information

Interobserver agreement and consensus over the esthetic evaluation of conservative treatment for breast cancer.

scientific article published on 5 July 2005

Iris liveness detection methods in the mobile biometrics scenario

Is Kinect Depth Data Accurate for the Aesthetic Evaluation after Breast Cancer Surgeries?

Is face-only photographic view enough for the aesthetic evaluation of breast cancer conservative treatment?

scientific article published on 18 January 2008

Learning and ensembling lexicographic preference trees with multiple kernels

Learning from evolving video streams in a multi-camera scenario

Long-range trajectories from global and local motion representations

scholarly article by Eduardo M. Pereira et al published October 2016 in Journal of Visual Communication and Image Representation

MEASURING THE PERFORMANCE OF ORDINAL CLASSIFICATION

article

Machine Learning Improvements to Human Motion Tracking with IMUs

scientific article published on 09 November 2020

Mass segmentation in mammograms: A cross-sensor comparison of deep and tailored features

Matched filtering and parameter estimation of ringdown waveforms

scholarly article

Max-Coupled Learning: Application to Breast Cancer

Max-Ordinal Learning

Methods for the Aesthetic Evaluation of Breast Cancer Conservation Treatment: A Technological Review

article

MobILive 2014 - Mobile Iris Liveness Detection Competition

Mobile-Based Analysis of Malaria-Infected Thin Blood Smears: Automated Species and Life Cycle Stage Determination

scientific article

Modelling ordinal relations with SVMs: An application to objective aesthetic evaluation of breast cancer conservative treatment.

scientific article published in June 2005

Motion Flow Tracking in Unconstrained Videos for Retail Scenario

Multi-source deep transfer learning for cross-sensor biometrics

scholarly article by Chetak Kandaswamy et al published 27 April 2016 in Neural Computing and Applications

Multimodal Learning for Sign Language Recognition

Music Score Binarization Based on Domain Knowledge

article

Object Segmentation Using Background Modelling and Cascaded Change Detection

Object-Based Spatial Segmentation of Video Guided by Depth and Motion Information

Objective assessment of cosmetic outcome after targeted intraoperative radiotherapy in breast cancer: results from a randomised controlled trial

scientific article published on 23 July 2013

On the role of multimodal learning in the recognition of sign language

Optical music recognition: state-of-the-art and open issues

Optical recognition of music symbols

Ordinal Class Imbalance with Ranking

Ordinal Data Classification Using Kernel Discriminant Analysis: A Comparison of Three Approaches

Outlier detection in 802.11 wireless access points using Hidden Markov Models

Partition-distance methods for assessing spatial segmentations of images and videos

Pectoral muscle detection in mammograms based on polar coordinates and the shortest path.

scientific article published in January 2010

Pectoral muscle detection in mammograms based on the shortest path with endpoints learnt by SVMs.

scientific article published in January 2010

Predicting short 802.11 sessions from RADIUS usage data

Proposal for a gold standard for cosmetic evaluation after breast conserving therapy: Results from the St George and Wollongong Breast Boost trial

scientific article

Quality-based Regularization for Iterative Deep Image Segmentation

scientific article published on 01 July 2019

Recommendations for the aesthetic evaluation of breast cancer conservative treatment

scientific article published on 04 February 2012

Robust Iris Localisation in Challenging Scenarios

Robust Staffline Thickness and Distance Estimation in Binary and Gray-Level Music Scores

scholarly article published August 2010

Robust classification with reject option using the self-organizing map

Signal transmission model for the substations grounding grid

article

Simultaneous detection of prominent points on breast cancer conservative treatment images

Social Signaling Descriptor for Group Behaviour Analysis

Source-Target-Source Classification Using Stacked Denoising Autoencoders

Sparse Multi-Bending Snakes

scientific article published on 04 March 2019

Spatio-Temporal Fusion for Learning of Regions of Interests Over Multiple Video Streams

Stable text line detection

Staff Line Detection and Removal in the Grayscale Domain

Supervised deep learning embeddings for the prediction of cervical cancer diagnosis

scholarly article by Kelwin Fernandes et al published 14 May 2018 in PeerJ Computer Science

Tackling class imbalance with ranking

Temporal Segmentation of Digital Colposcopies

article

The breast cancer conservative treatment. Cosmetic results - BCCT.core - Software for objective assessment of esthetic outcome in breast cancer conservative treatment: A narrative review

scientific article published on 09 December 2015

The failure analysis and lifetime prediction for the solder joint of the magnetic head

The unimodal model for the classification of ordinal data

scientific article

The value of 3D images in the aesthetic evaluation of breast cancer conservative treatment. Results from a prospective multicentric clinical trial

The vitality of pattern recognition and image analysis

scholarly article by Luisa Micó et al published February 2015 in Neurocomputing

Toward a generic evaluation of image segmentation

scientific article

Towards a Continuous Biometric System Based on ECG Signals Acquired on the Steering Wheel.

scientific article published on 28 September 2017

Towards an intelligent medical system for the aesthetic evaluation of breast cancer conservative treatment.

scientific article published on 8 April 2007

Transfer Learning with Partial Observability Applied to Cervical Cancer Screening

article by Kelwin Fernandes et al published 2017 in Lecture Notes in Computer Science

Transfer learning approach for fall detection with the FARSEEING real-world dataset and simulated falls

scientific article published on 01 July 2018

Turning subjective into objective: The BCCT.core software for evaluation of cosmetic results in breast cancer conservative treatment

scholarly article by Maria João Cardoso et al published October 2007 in The Breast

Using Bayesian surprise to detect calcifications in mammogram images

scientific article published on August 2014

Weight Rotation as a Regularization Strategy in Convolutional Neural Networks

scientific article published on 01 July 2019

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