[PDF][PDF] Reviewing Otsu's method for image thresholding

SL Bangare, A Dubal, PS Bangare… - International Journal of …, 2015 - researchgate.net
Otsu's method instinctively performs clustering-based image thresholding, or, the …
referred to as the Multi Otsu method. Otsu's method is entitles after its author Nobuyuki Otsu. …

An image segmentation method for apple sorting and grading using support vector machine and Otsu's method

A Mizushima, R Lu - Computers and electronics in agriculture, 2013 - Elsevier
Segmentation is the first step in image analysis to subdivide an image into meaningful
regions. It directly affects the subsequent image analysis outcomes. This paper reports on the …

A robust 2D Otsu's thresholding method in image segmentation

C Sha, J Hou, H Cui - Journal of Visual Communication and Image …, 2016 - Elsevier
Otsu’s method is a classic thresholding approach in image segmentation. While the two-dimensional
(2D) Otsu’s method performs better than the original one in segmenting images …

An improved water surface images segmentation algorithm based on the Otsu method

N Li, X Lv, S Xu, B Li, Y Gu - Journal of Circuits, Systems and …, 2020 - World Scientific
… In this paper, we focus on the Otsu method based on adaptive threshold. … and the improved
Otsu method in image segmentation, this paper, based on the one-dimensional Otsu method, …

A generalization of Otsu's method and minimum error thresholding

JT Barron - Computer Vision–ECCV 2020: 16th European …, 2020 - Springer
We present Generalized Histogram Thresholding (GHT), a simple, fast, and effective
technique for histogram-based image thresholding. GHT works by performing approximate …

Automatic image thresholding using Otsu's method and entropy weighting scheme for surface defect detection

MTN Truong, S Kim - Soft Computing, 2018 - Springer
Defect detection is one of the most important tasks and a challenging problem for industrial
quality control. Among the available visual inspection techniques, automatic thresholding is a …

Optimal multi-level thresholding using a two-stage Otsu optimization approach

DY Huang, CH Wang - Pattern Recognition Letters, 2009 - Elsevier
… -up table when compared to the conventional Otsu method, but it still suffers from the problem
… Multithreshold Otsu method), which is a modified version of the conventional Otsu method, …

Separating the blue cloud and the red sequence using Otsu's method for image segmentation

B Pandey - Astronomy and Computing, 2023 - Elsevier
The observed colour bimodality allows a classification of the galaxies into two distinct
classes: the ‘blue cloud’ and the ‘red sequence’. Such classification is often carried out using …

An improved Otsu threshold segmentation algorithm

P Yang, W Song, X Zhao, R Zheng… - International Journal …, 2020 - inderscienceonline.com
… From Table 1 we can find that although the algorithm running time of our proposed method
is about two times of that of the original Otsu method, it is only about half of that of Xu’s and …

An efficient multi level thresholding method for image segmentation based on the hybridization of modified PSO and Otsu's method

F Hamdaoui, A Sakly, A Mtibaa - Computational intelligence applications …, 2015 - Springer
… In this section, we present another algorithm based on the introduction of PSO in the Otsu
method to overcome this problem of the speed of convergence. Indeed, the Otsu method