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Publicações

Publicações por Jorge Silva

2022

Retinal and choroidal vasoreactivity in central serous chorioretinopathy

Autores
Penas, S; Araujo, T; Mendonca, AM; Faria, S; Silva, J; Campilho, A; Martins, ML; Sousa, V; Rocha Sousa, A; Carneiro, A; Falcao Reis, F;

Publicação
GRAEFES ARCHIVE FOR CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY

Abstract
Purpose This study aims to investigate retinal and choroidal vascular reactivity to carbogen in central serous chorioretinopathy (CSC) patients. Methods An experimental pilot study including 68 eyes from 20 CSC patients and 14 age and sex-matched controls was performed. The participants inhaled carbogen (5% CO2 + 95% O-2) for 2 min through a high-concentration disposable mask. A 30 degrees disc-centered fundus imaging using infra-red (IR) and macular spectral domain optical coherence tomography (SD-OCT) using the enhanced depth imaging (EDI) technique was performed, both at baseline and after a 2-min gas exposure. A parametric model fitting-based approach for automatic retinal blood vessel caliber estimation was used to assess the mean variation in both arterial and venous vasculature. Choroidal thickness was measured in two different ways: the subfoveal choroidal thickness (SFCT) was calculated using a manual caliper and the mean central choroidal thickness (MCCT) was assessed using an automatic software. Results No significant differences were detected in baseline hemodynamic parameters between both groups. A significant positive correlation was found between the participants' age and arterial diameter variation (p < 0.001, r= 0.447), meaning that younger participants presented a more vasoconstrictive response (negative variation) than older ones. No significant differences were detected in the vasoreactive response between CSC and controls for both arterial and venous vessels (p = 0.63 and p = 0.85, respectively). Although the vascular reactivity was not related to the activity of CSC, it was related to the time of disease, for both the arterial (p = 0.02, r = 0.381) and venous (p = 0.001, r= 0.530) beds. SFCT and MCCT were highly correlated (r= 0.830, p < 0.001). Both SFCT and MCCT significantly increased in CSC patients (p < 0.001 and p < 0.001) but not in controls (p = 0.059 and 0.247). A significant negative correlation between CSC patients' age and MCCT variation (r = - 0.340, p = 0.049) was detected. In CSC patients, the choroidal thickness variation was not related to the activity state, time of disease, or previous photodynamic treatment. Conclusion Vasoreactivity to carbogen was similar in the retinal vessels but significantly higher in the choroidal vessels of CSC patients when compared to controls, strengthening the hypothesis of a choroidal regulation dysfunction in this pathology.

2007

Improving Face Recognition by Video Spatial Morphing

Autores
Padilha, A; Silva, J; Sebastiao, R;

Publicação
Face Recognition

Abstract

2006

Face Recognition from Spatially-Morphed Video Sequences

Autores
Sebastião, R; Silva, JA; Padilha, AJ;

Publicação
Image Analysis and Recognition, Third International Conference, ICIAR 2006, Póvoa de Varzim, Portugal, September 18-20, 2006, Proceedings, Part II

Abstract

2006

Face recognition from spatially-morphed video sequences

Autores
Sebastiao, R; Silva, JA; Padilha, AJ;

Publicação
IMAGE ANALYSIS AND RECOGNITION, PT 2

Abstract
The aim of the present work is the recognition of human face visual information, in order to automatically control the access to restricted areas, granting access to authorized "clients" and barring the entrance to "impostors". The vision system assembled performed the image acquisition, processing and recognition by first creating a database with a single view of each "client" and then by using multiple test images of each individual candidate to access. To get the test images, a video sequence was captured during the individual's approach path to the camera. Because subjects presented themselves in a random pose before the camera, the synthesis of frontal views was incorporated, by using a view-morphing method. ne modelling and the recognition were handled through the use of ICA methods. The identification of valid "clients" was fully successful. In order to check the rejection of "impostors", a leave-one-out test was performed which gave promising results.

1991

3-D DATA ACQUISITION USING THE RATIO OF 2 INTENSITY IMAGES

Autores
SILVA, JA; CAMPILHO, AJC; DOSSANTOS, JCM;

Publicação
6TH MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, PROCEEDINGS VOLS 1 AND 2

Abstract
Important aspects of the implementation and calibration of a 3-D data acquisition system based on the ratio of two intensity images are described. These two images are obtained by illuminating the scene with a projector whose light is filtered, successively, by a graded and a constant neutral density filter. Calibration steps, involving the determination of camera and light projector geometric parameters and ratio calibration data, are analyzed. A new ratio calibration procedure is proposed. Results of two depth calculation methods are presented, and system accuracy is evaluated for several test scenes.

2011

Dynamic programming and fuzzy classification for the automatic segmentation of the carotid in ultrasound images

Autores
Rocha, R; Silva, J; Campilho, A;

Publicação
Proceedings of the 12th IAPR Conference on Machine Vision Applications, MVA 2011

Abstract
A new approach is proposed for the automatic detection of the near-end and far-end intima and adventitia inner boundaries in ultrasound images of the common carotid artery. This method uses the instantaneous coefficient of variation edge detector, fuzzy classification of edges, several discriminating features of the carotid wall boundaries and dynamic programming. The carotid wall boundaries are detected both in healthy and in atherosclerotic arteries, with a wide range of plaque types and sizes. Manual and automatic results are significantly better for the far-end wall, where the automatic detection shows an accuracy similar to manual detections. The application of this approach in clinical practice is encouraged by the results for the far-end wall and the short computation time.

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