1 code implementation • 18 Dec 2023 • Yuming Qiu, Aleksandra Pizurica, Qi Ming, Nicolas Nadisic
In addition, we especially built a dataset named SML2023 containing hundreds of scatter images with different markers and various levels of overlapping severity, and tested the proposed method and compared it to existing methods.
1 code implementation • 1 Jun 2022 • Marin Benčević, Marija Habijan, Irena Galić, Aleksandra Pizurica
In this paper, we evaluate a method of reducing the need for labeled data in medical image object detection by using self-supervised neural network pretraining.
no code implementations • 1 Feb 2021 • Nicolas Vercheval, Aleksandra Pizurica
Conditional Variational Auto Encoders (VAE) are gathering significant attention as an Explainable Artificial Intelligence (XAI) tool.
Explainable artificial intelligence Explainable Artificial Intelligence (XAI)
no code implementations • 4 Aug 2017 • Akashdeep Goel, Biplab Banerjee, Aleksandra Pizurica
We address the problem of scene classification from optical remote sensing (RS) images based on the paradigm of hierarchical metric learning.
no code implementations • 1 Oct 2014 • Aleksandra Pizurica
This paper presents a convenient graphical tool for encoding visual patterns (such as image patches and image atoms) as point constellations in a space spanned by perceptual features and with a clear geometrical interpretation.