GitHub

Flash LiDAR Vehicle Detection with MATLAB Dataset and Deep Learning Benchmarks

This repository provides code and workflows to test several state-of-the-art vehicle detection deep learning algorithms —including YOLOX, SalsaNext, and RandLA-Net— on a Flash Lidar dataset. The ...
PNAS

Functional modules for visual scene segmentation in macaque visual cortex

Segmentation of a visual scene is one of the most important steps in visual processing as it allows one to distinguish between regions of the scene that belong to different visual objects. Previous ...
Frontiers

Using transfer learning for automated microbleed segmentation

Cerebral microbleeds are small perivascular hemorrhages that can occur in both gray and white matter brain regions. Microbleeds are a marker of cerebrovascular pathology and are associated with an ...
IEEE

Processing of Thermal Satellite Images Using MATLAB

Abstract: The paper intends to illustrate the usage and combination of different functions designed in a MATLAB-Simulink based GUI to analyse the Infrared images. It combines the use of filters (low ...
Europe PMC

Accurate segmentation for different types of lung nodules on CT images using improved U-Net convolutional network.

Since lung nodules on computed tomography images can have different shapes, contours, textures or locations and may be attached to neighboring blood vessels or pleural surfaces, accurate segmentation ...
Frontiers

Using Deep Convolutional Neural Networks for Neonatal Brain Image Segmentation

Deep learning neural networks are especially potent at dealing with structured data, such as images and volumes. Both modified LiviaNET and HyperDense-Net performed well at a prior competition ...