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Optimized block-based algorithms to label connected components on GPUs
Connected Components Labeling (CCL) is a crucial step of several image processing and
computer vision pipelines. Many efficient sequential strategies exist, among which one of the …
computer vision pipelines. Many efficient sequential strategies exist, among which one of the …
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 …
How does connected components labeling with decision trees perform on GPUs?
In this paper the problem of Connected Components Labeling (CCL) in binary images using
Graphic Processing Units (GPUs) is tackled by a different perspective. In the last decade …
Graphic Processing Units (GPUs) is tackled by a different perspective. In the last decade …
GraphZeppelin: Storage-friendly sketching for connected components on dynamic graph streams
Finding the connected components of a graph is a fundamental problem with uses
throughout computer science and engineering. The task of computing connected …
throughout computer science and engineering. The task of computing connected …
GraphZeppelin: How to Find Connected Components (Even When Graphs Are Dense, Dynamic, and Massive)
Finding the connected components of a graph is a fundamental problem with uses
throughout computer science and engineering. The task of computing connected …
throughout computer science and engineering. The task of computing connected …
A block-based union-find algorithm to label connected components on GPUs
In this paper, we introduce a novel GPU-based Connected Components Labeling algorithm:
the Block-based Union Find. The proposed strategy significantly improves an existing GPU …
the Block-based Union Find. The proposed strategy significantly improves an existing GPU …
A heuristic-based decision tree for connected components labeling of 3D volumes
Connected Components Labeling represents a fundamental step for many Computer Vision
and Image Processing pipelines. Since the first appearance of the task in the sixties, many …
and Image Processing pipelines. Since the first appearance of the task in the sixties, many …
AI and spatial planning for sustainable socio-ecosystems
D Justeau-Allaire - … Conference on Artificial Intelligence {IJCAI-23 …, 2023 - hal.umontpellier.fr
The conservation and the restoration of biodiversity, in accordance with human well-being,
is a necessary condition for the realization of several Sustainable Development Goals …
is a necessary condition for the realization of several Sustainable Development Goals …
Quest for Speed: The Epic Saga of Record-Breaking on OpenCV Connected Components Extraction
Abstract Connected Components Labeling (CCL) represents an essential part of many
Image Processing and Computer Vision pipelines. Given its relevance on the field, it has …
Image Processing and Computer Vision pipelines. Given its relevance on the field, it has …