A comprehensive review and new taxonomy on superpixel segmentation

IB Barcelos, FDC Belém, LDM João… - ACM Computing …, 2024‏ - dl.acm.org
Superpixel segmentation consists of partitioning images into regions composed of similar
and connected pixels. Its methods have been widely used in many computer vision …

Novel arc-cost functions and seed relevance estimations for compact and accurate superpixels

FC Belém, IB Barcelos, LM João, B Perret… - Journal of Mathematical …, 2023‏ - Springer
On the verge of superpixel methods exploiting saliency information, the Superpixels through
Iterative CLEarcutting (SICLE) framework has reported fast and accurate superpixel …

Superpixel segmentation: from theory to applications

I Borlido, F Belém, L Melo, TM Theodoro… - 2023 36th SIBGRAPI …, 2023‏ - ieeexplore.ieee.org
Superpixel segmentation consists of partitioning images into regions composed of similar
and connected pixels. Its methods have been widely used in many computer vision …

Differential oriented image foresting transform and its applications to support high-level priors for object segmentation

MAT Condori, PAV Miranda - Journal of Mathematical Imaging and Vision, 2023‏ - Springer
Image foresting transform (IFT) is a graph-based framework to develop image operators
based on optimum connectivity between a root set and the remaining nodes, according to a …

Image Segmentation by Hierarchical Layered Oriented Image Foresting Transform Subject to Closeness Constraints

LFD Santos, FA de Souza Kleine… - … Conference on Discrete …, 2024‏ - Springer
In this work, we address the problem of image segmentation, subject to high-level
constraints expected for the objects of interest. More specifically, we define closeness …

Unsupervised Image Segmentation by Oriented Image Foresting Transform in Layered Graphs

FAS Kleine, LFD Santos… - 2023 36th SIBGRAPI …, 2023‏ - ieeexplore.ieee.org
In this work, we address the problem of unsupervised image segmentation, subject to high-
level constraints expected for the objects of interest. More specifically, we handle the …

A survey on the state-of-the-art superpixel segmentation

IB Barcelos, AX Falcao, SJF Guimaraes - Conference on Graphics …, 2023‏ - sol.sbc.org.br
In contrast to the rapid progress of superpixel segmentation, their methods are often
compared only with classical approaches. Also, the previous superpixel methods …

Segmentação não supervisionada de imagens via Transformada Imagem-Floresta Orientada sujeita a restrições de alto nível

HHC Bejar - 2023‏ - bdtd.ibict.br
Segmentar uma imagem consiste em particioná-la em regiões que a compõem, tal como
para isolar os pixels de um objeto de interesse em uma dada aplicação. A segmentação de …