Abstract: Advanced Driver Assistance System (ADAS) aim to enhance the driving experience for the driver. However, they can not make their contribution if drivers do not accept them and are not willing ...

This work proposes a simple and effective texture recognition method that uses a new class of jet texton learning. In this approach, first a Jet space representation of the image is derived from a set ...

Ready-to-use code and tutorial notebooks to boost your way into few-shot image classification. This repository is made for you if: you're new to few-shot learning and want to learn; or you're looking ...

Abstract: Low-shot image classification, where training images are limited or inaccessible, has benefited from recent progress on pretrained vision-language (VL) models with strong generalizability. e ...