Segmentação de imagens utilizando competição e cooperação entre partículas
This paper presents an extension proposal of the semi-supervised learning method known as Particle Competition and Cooperation for carrying out tasks of image segmentation. Preliminary results show that this is a promising approach. Este artigo apresenta uma proposta de extens\~ao do modelo de aprendizado semi-supervisionado conhecido como Competi\c{c}\~ao e Coopera\c{c}\~ao entre Part\'iculas para a realiza\c{c}\~ao de tarefas de segmenta\c{c}\~ao de imagens. Resultados preliminares mostram que esta \'e uma abordagem promissora.
Code (0)
등록된 구현이 없습니다.
Tasks
Image SegmentationSemantic SegmentationSimilar Papers 제목 키워드 기반
Segmentação e contagem de troncos de madeira utilizando deep learning e processamento de imagens
Counting objects in images is a pattern recognition problem that focuses on identifying an element to determine its incidence and is approached in the literature as Visual Object Counting (VOC). In this work, we propose …
Object CountingSegmentationClassificação de espécies de peixe utilizando redes neurais convolucional
Data classification is present in different real problems, such as recognizing patterns in images, differentiating defective parts in a production line, classifying benign and malignant tumors, among many others. Many of…
General ClassificationPredição da Idade Cerebral a partir de Imagens de Ressonância Magnética utilizando Redes Neurais Convolucionais
In this work, deep learning techniques for brain age prediction from magnetic resonance images are investigated, aiming to assist in the identification of biomarkers of the natural aging process. The identification of bi…
Detecção da Psoríase Utilizando Visão Computacional: Uma Abordagem Comparativa Entre CNNs e Vision Transformers
This paper presents a comparison of the performance of Convolutional Neural Networks (CNNs) and Vision Transformers (ViTs) in the task of multi-classifying images containing lesions of psoriasis and diseases similar to i…
image-classificationImage ClassificationMedical Image ClassificationUma implementação do jogo Pedra, Papel e Tesoura utilizando Visao Computacional
This paper presents a game, controlled by computer vision, in identification of hand gestures (hand-tracking). The proposed work is based on image segmentation and construction of a convex hull with Jarvis Algorithm , an…
Image SegmentationSegmentationSemantic Segmentation