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Spaghetti labeling: Directed acyclic graphs for block-based connected components labeling
Connected Components Labeling is an essential step of many Image Processing and
Computer Vision tasks. Since the first proposal of a labeling algorithm, which dates back to …
Computer Vision tasks. Since the first proposal of a labeling algorithm, which dates back to …
[HTML][HTML] Real-time moving object detection in high-resolution video sensing
This paper addresses real-time moving object detection with high accuracy in high-
resolution video frames. A previously developed framework for moving object detection is …
resolution video frames. A previously developed framework for moving object detection is …
One DAG to rule them all
In this paper, we present novel strategies for optimizing the performance of many binary
image processing algorithms. These strategies are collected in an open-source framework …
image processing algorithms. These strategies are collected in an open-source framework …
A State-of-the-Art Review with Code about Connected Components Labeling on GPUs
This article is about Connected Components Labeling (CCL) algorithms developed for GPU
accelerators. The task itself is employed in many modern image-processing pipelines and …
accelerators. The task itself is employed in many modern image-processing pipelines and …
Deep flexible structure preserving image smoothing
Structure preserving image smoothing is fundamental to numerous multimedia, computer
vision, and graphics tasks. This paper develops a deep network in the light of flexibility in …
vision, and graphics tasks. This paper develops a deep network in the light of flexibility in …
Molecule graph reconstruction from atomic force microscope images with machine learning
Despite the success of noncontact atomic force microscopy (AFM) in providing atomic-scale
insight into the structure and properties of matter on surfaces, the wider applicability of the …
insight into the structure and properties of matter on surfaces, the wider applicability of the …
Fast: Faster arbitrarily-shaped text detector with minimalist kernel representation
We propose an accurate and efficient scene text detection framework, termed FAST (ie,
faster arbitrarily-shaped text detector). Different from recent advanced text detectors that …
faster arbitrarily-shaped text detector). Different from recent advanced text detectors that …
The deephealth toolkit: a unified framework to boost biomedical applications
Given the overwhelming impact of machine learning on the last decade, several libraries
and frameworks have been developed in recent years to simplify the design and training of …
and frameworks have been developed in recent years to simplify the design and training of …
Towards a spatial model checker on GPU
The tool VoxLogicA merges the state-of-the-art library of computational imaging algorithms
ITK with the combination of declarative specification and optimised execution provided by …
ITK with the combination of declarative specification and optimised execution provided by …
Real-time end-to-end video text spotter with contrastive representation learning
Video text spotting (VTS) is the task that requires simultaneously detecting, tracking and
recognizing text in the video. Existing video text spotting methods typically develop …
recognizing text in the video. Existing video text spotting methods typically develop …