José Gabriel R. C. Gomes
YOU?
Author Swipe
View article: Artificial Intelligence and Hysteroscopy: A Multicentric Study on Automated Classification of Pleomorphic Lesions
Artificial Intelligence and Hysteroscopy: A Multicentric Study on Automated Classification of Pleomorphic Lesions Open
Background/Objectives: The integration of artificial intelligence (AI) in medical imaging is rapidly advancing, yet its application in gynecologic use remains limited. This proof-of-concept study presents the development and validation of …
View article: Melhoria de Qualidade de Imagens usando CNNs
Melhoria de Qualidade de Imagens usando CNNs Open
os resultados das redes são mais similares à imagem
View article: Training Barlow Twins with Small Batch Sizes by Using a Queue of Previous Outputs
Training Barlow Twins with Small Batch Sizes by Using a Queue of Previous Outputs Open
We present two methods based on Barlow Twins, a self-supervised method, to improve training with smaller batches.The first method randomly drops features from the output before computing the loss to reduce the variance.The second method in…
View article: DESIGN OF VIRTUAL BINAURAL MANIKINS AND AUDITORIUM ACOUSTIC MODELLING
DESIGN OF VIRTUAL BINAURAL MANIKINS AND AUDITORIUM ACOUSTIC MODELLING Open
View article: Focal-Plane Compression Imager with Increased Quantization Bit Rate and DPCM Error Modeling
Focal-Plane Compression Imager with Increased Quantization Bit Rate and DPCM Error Modeling Open
Focal-plane processing is the target of many studies due to its potential for enhancing the speed of the vision system flow. With focal-plane processing it is possible to perform parallel processing throughout the entire matrix. In order t…
View article: CMOS Image Sensor Featuring Current-Mode Focal-Plane Image Compression
CMOS Image Sensor Featuring Current-Mode Focal-Plane Image Compression Open
The interest in focal-plane processing techniques, by which image processing is carried out at the pixel level, has increased since the advent of active pixel sensors in the middle 90’s. By sharing processing circuitry by a group of neighb…
View article: A Model for the Diffusive Filling-In Algorithm Operating in Spike Mode
A Model for the Diffusive Filling-In Algorithm Operating in Spike Mode Open
To run cortical circuit simulations in spike mode, i.e. taking into account the neural representation of information in terms of sequences of electrical pulses (also known as spikes), the use of customized hardware, which is specific for t…
View article: Focal-Plane Scale Space Generation with a 6T Pixel Architecture
Focal-Plane Scale Space Generation with a 6T Pixel Architecture Open
Aiming at designing a CMOS image sensor that combines high fill factor and focal-plane implementation of instrumental image processing steps, we propose a simple modification in a standard pixel architecture in order to allow for charge re…