João C. Neves

According to our database1, João C. Neves authored at least 40 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Explainable Deep Learning Methods in Medical Image Classification: A Survey.
ACM Comput. Surv., April, 2024

2023
Zero-shot face recognition: Improving the discriminability of visual face features using a Semantic-Guided Attention Model.
Expert Syst. Appl., 2023

Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models.
CoRR, 2023

Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

WildFruiP: Estimating Fruit Physicochemical Parameters from Images Captured in the Wild.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023

2022
Explainable Deep Learning Methods in Medical Diagnosis: A Survey.
CoRR, 2022

Generative Adversarial Graph Convolutional Networks for Human Action Synthesis.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Face Super-Resolution Using Stochastic Differential Equations.
Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

2021
ZSpeedL - Evaluating the Performance of Zero-Shot Learning Methods using Low-Power Devices.
Proceedings of the 17th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2021

2020
GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection.
IEEE J. Sel. Top. Signal Process., 2020

An attention-based deep learning model for multiple pedestrian attributes recognition.
Image Vis. Comput., 2020

All-in-one "HairNet": A Deep Neural Model for Joint Hair Segmentation and Characterization.
Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

2019
A Reminiscence of "Mastermind": Iris/Periocular Biometrics by "In-Set" CNN Iterative Analysis.
IEEE Trans. Inf. Forensics Secur., 2019

"A Leopard Cannot Change Its Spots": Improving Face Recognition Using 3D-Based Caricatures.
IEEE Trans. Inf. Forensics Secur., 2019

Real or Fake? Spoofing State-Of-The-Art Face Synthesis Detection Systems.
CoRR, 2019

FaceGenderID: Exploiting Gender Information in DCNNs Face Recognition Systems.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Segmentation-Less and Non-Holistic Deep-Learning Frameworks for Iris Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Region-Based CNNs for Pedestrian Gender Recognition in Visual Surveillance Environments.
Proceedings of the 2019 International Conference of the Biometrics Special Interest Group, 2019

Pose Switch-based Convolutional Neural Network for Clothing Analysis in Visual Surveillance Environment.
Proceedings of the 2019 International Conference of the Biometrics Special Interest Group, 2019

2018
Deep-PRWIS: Periocular Recognition Without the Iris and Sclera Using Deep Learning Frameworks.
IEEE Trans. Inf. Forensics Secur., 2018

QUIS-CAMPI: an annotated multi-biometrics data feed from surveillance scenarios.
IET Biom., 2018

Biometric Recognition in Surveillance Environments Using Master-Slave Architectures.
Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

2017
Soft Biometrics: Globally Coherent Solutions for Hair Segmentation and Style Recognition Based on Hierarchical MRFs.
IEEE Trans. Inf. Forensics Secur., 2017

Fusing Vantage Point Trees and Linear Discriminants for Fast Feature Classification.
J. Classif., 2017

Exploiting Data Redundancy for Error Detection in Degraded Biometric Signatures Resulting From in the Wild Environments.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

IRINA: Iris Recognition (Even) in Inaccurately Segmented Data.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Joint Head Pose/Soft Label Estimation for Human Recognition In-The-Wild.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Visible-wavelength iris/periocular imaging and recognition surveillance environments.
Image Vis. Comput., 2016

Biometric recognition in surveillance scenarios: a survey.
Artif. Intell. Rev., 2016

ICB-RW 2016: International challenge on biometric recognition in the wild.
Proceedings of the International Conference on Biometrics, 2016

2015
Face recognition: handling data misalignments implicitly by fusion of sparse representations.
IET Comput. Vis., 2015

Do we need a perfect ground-truth for benchmarking Internet traffic classifiers?
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Quis-Campi: Extending in the Wild Biometric Recognition to Surveillance Environments.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

A Calibration Algorithm for Multi-camera Visual Surveillance Systems Based on Single-View Metrology.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

Acquiring high-resolution face images in outdoor environments: A master-slave calibration algorithm.
Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015

Dynamic camera scheduling for visual surveillance in crowded scenes using Markov random fields.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

2014
Evaluation of human silhouette detection methods for a non-cooperative biometric system.
Proceedings of the 21st International Conference Mixed Design of Integrated Circuits and Systems, 2014

Segmenting the periocular region using a hierarchical graphical model fed by texture / shape information and geometrical constraints.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

2013
Automatic Annotation of Leishmania Infections in Fluorescence Microscopy Images.
Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

2011
FTP@VDTN - A file transfer application for Vehicular Delay-Tolerant Networks.
Proceedings of EUROCON 2011, 2011


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