Davide Marelli
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View article: Acquisition and Modeling of Material Appearance Using a Portable, Low Cost, Device
Acquisition and Modeling of Material Appearance Using a Portable, Low Cost, Device Open
Material appearance acquisition allows researchers to capture the optical properties of surfaces and use them in different tasks such as material analysis, digital twins reproduction, 3D configurators, augmented and virtual reality, etc. P…
View article: Lightweight Sequential Transformers for Blood Glucose Level Prediction in Type-1 Diabetes
Lightweight Sequential Transformers for Blood Glucose Level Prediction in Type-1 Diabetes Open
Type 1 Diabetes (T1D) affects millions worldwide, requiring continuous monitoring to prevent severe hypo- and hyperglycemic events. While continuous glucose monitoring has improved blood glucose management, deploying predictive models on w…
View article: DALib: A Curated Repository of Libraries for Data Augmentation in Computer Vision
DALib: A Curated Repository of Libraries for Data Augmentation in Computer Vision Open
Data augmentation is a fundamental technique in machine learning that plays a crucial role in expanding the size of training datasets. By applying various transformations or modifications to existing data, data augmentation enhances the ge…
View article: ENRICH: Multi-purposE dataset for beNchmaRking In Computer vision and pHotogrammetry
ENRICH: Multi-purposE dataset for beNchmaRking In Computer vision and pHotogrammetry Open
The availability of high-resolution data and accurate ground truth is essential to evaluate and compare methods and algorithms properly. Moreover, it is often difficult to acquire real data for a given application domain that is sufficient…
View article: Designing an AI-Based Virtual Try-On Web Application
Designing an AI-Based Virtual Try-On Web Application Open
In the last few years, Augmented Reality, Virtual Reality, and Artificial Intelligence (AI) have been increasingly employed in different application domains. Among them, the retail market presents the opportunity to allow people to check t…
View article: A Smart Mirror for Emotion Monitoring in Home Environments
A Smart Mirror for Emotion Monitoring in Home Environments Open
Smart mirrors are devices that can display any kind of information and can interact with the user using touch and voice commands. Different kinds of smart mirrors exist: general purpose, medical, fashion, and other task specific ones. Gene…
View article: IVL-SYNTHSFM-v2: a dataset for the evaluation of 3D reconstruction pipelines
IVL-SYNTHSFM-v2: a dataset for the evaluation of 3D reconstruction pipelines Open
This dataset contains images of five 3D models that can be used to evaluate pipelines for 3D reconstruction from images. Each model is placed in a reference scene and is rendered under different lighting and camera conditions. For each of …
View article: Evaluating the Performance of Structure from Motion Pipelines
Evaluating the Performance of Structure from Motion Pipelines Open
Structure from Motion (SfM) is a pipeline that allows three-dimensional reconstruction starting from a collection of images. A typical SfM pipeline comprises different processing steps each of which tackles a different problem in the recon…