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Context-Driven Active Contour (CDAC): A Novel Medical Image Segmentation Method Based on Active Contour and Contextual Understanding [PDF]
SensorsLung diseases, including chronic obstructive pulmonary disease (COPD) and pulmonary fibrosis, pose significant health challenges due to their high morbidity and mortality rates.
Suane Pires Pinheiro da Silva +8 more
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A fast region-based active contour for non-rigid object tracking and its shape retrieval [PDF]
PeerJ Computer Science, 2021 Conventional tracking approaches track objects using a rectangle bounding box. Gait, gesture and many medical analyses require non-rigid shape extraction.
Hiren Mewada +5 more
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Multipass Active Contours for an Adaptive Contour Map [PDF]
Sensors, 2013 Isocontour mapping is efficient for extracting meaningful information from a biomedical image in a topographic analysis. Isocontour extraction from real world medical images is difficult due to noise and other factors.
Kwang Nam Choi +4 more
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Sparse texture active contour. [PDF]
IEEE Trans Image Process, 2013 In image segmentation, we are often interested in using certain quantities to characterize the object, and perform the classification based on criteria such as mean intensity, gradient magnitude, and responses to certain predefined filters. Unfortunately, in many cases such quantities are not adequate to model complex textured objects.
Gao Y, Bouix S, Shenton M, Tannenbaum A.
europepmc +5 more sources
ผลการพัฒนาระบบควบคุมคุณภาพของสินค้า ประเภทกางเกงใน ด้วยอัลกอริทึม Active Contour
Journal of Computer and Creative Technology, 2023 การวิจัยครั้งนี้มีวัตถุประสงค์ 1. เพื่อพัฒนาระบบควบคุมคุณภาพของสินค้า ประเภทกางเกงใน ด้วยอัลกอริทึมแอ็กทิฟคอนทัวร์ และ 2. เพื่อประเมินประสิทธิภาพและประสิทธิผลระบบควบคุมคุณภาพของสินค้าที่พัฒนาขึ้น งานวิจัยนี้เป็นการวิจัยและพัฒนา โดยใช้อัลกอริทึมแอ็กท ...
นนท์ปวิธ ทนทอง +1 more
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Diffeomorphic Active Contours [PDF]
SIAM Journal on Imaging Sciences, 2010 In this study we present a geometric flow approach to the segmentation of three-dimensional medical images obtained from magnetic resonance imaging (MRI) or computed tomography (CT) scan methods, by minimizing a cost function. This energy term is based on the intensity of the original image and its minimum is found following a gradient descent curve in
Felipe, Arrate +2 more
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Journal of ICT, 2022 Iris segmentation is a process to isolate the accurate iris region from the eye image for iris recognition. Iris segmentation on non-ideal and noisy iris images is accurate with active contour. Nevertheless, it is currently unclear on how active contour
Shahrizan Jamaludin +3 more
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Multiscale Active Contours [PDF]
International Journal of Computer Vision, 2005 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Bresson, Xavier +2 more
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Modified Canny Detector-based Active Contour for Segmentation [PDF]
Journal of Engineering Research - Egypt, 2021 In the present work, an integrated modified canny detector and an active contour were proposed for automated medical image segmentation. Since the traditional canny detector (TCD) detects only the edge’s pixels, which are insufficient for labelling the ...
Radwa A.Elsawy +2 more
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Wasserstein active contours [PDF]
2012 19th IEEE International Conference on Image Processing, 2012 In this paper, we propose a novel and rigorous framework for region-based active contours that combines the Wasserstein distance between statistical distributions in arbitrary dimension and shape derivative tools. To speed-up the computation and be able to handle high-dimensional features and large-scale data, we introduce an approximation of the ...
Peyré, Gabriel +2 more
openaire +2 more sources