Dynamic Laser Speckle Imaging for Quantifying Particle Size During Intermittent Stages of Natural Rubber Latex Coagulation

IF 3 3区 材料科学 Q2 MATERIALS SCIENCE, CHARACTERIZATION & TESTING
S. H. Keerthana, A. K. Sooraj Viswam, P. Radhakrishnan, A. Mujeeb
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Abstract

Dynamic laser speckle imaging is a growing optical imaging technique used for exploring the dynamics of colloidal dispersions. High resolution in the spatial and temporal domain is the major attraction of this technique for analyzing complex dynamic processes of the materials. This imaging technique is both non-destructive and cost-effective, making it a valuable choice for various applications. Conventional image processing methods incorporated with the technique include Time history of speckle patterns and Co-occurrence matrices. These methods gather information from certain regions of the speckle patterns only. To avoid this limitation, frequency domain techniques are employed which isolate the areas of different activities in the complex materials. Hence, in this work, we employed Wavelet based entropy for the analysis of speckle images captured for the intermittent stages of the coagulation process of natural rubber latex. Wavelet based entropy is more effective for non-stationary processes when compared to the Fourier transform, which is applicable only to stationary processes. The results were also compared with traditional methods in the temporal domain such as Time history of speckle patterns, Co-occurrence matrices and Second-order intensity Autocorrelation function and showed agreement. Second-order intensity Autocorrelation function was employed to quantify particle size distribution of natural rubber latex during different stages of the coagulation process.

Abstract Image

动态激光散斑成像定量测定天然胶乳混凝间歇阶段的粒径
动态激光散斑成像是一种新兴的光学成像技术,用于探索胶体分散体的动力学特性。该技术在分析材料的复杂动态过程时,具有较高的时空分辨率。这种成像技术具有非破坏性和成本效益,使其成为各种应用的宝贵选择。结合该技术的传统图像处理方法包括散斑模式的时间历史和共现矩阵。这些方法仅从斑点图案的某些区域收集信息。为了避免这种限制,采用频域技术来隔离复杂材料中不同活动的区域。因此,在这项工作中,我们采用基于小波熵的方法对天然胶乳凝固过程间歇阶段捕获的斑点图像进行分析。与傅里叶变换相比,基于小波的熵对非平稳过程更有效,傅里叶变换只适用于平稳过程。将结果与传统的散斑模式时间历史、共现矩阵和二阶强度自相关函数等时域方法进行了比较,结果一致。采用二阶强度自相关函数量化天然胶乳在混凝过程中不同阶段的粒径分布。
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来源期刊
Journal of Nondestructive Evaluation
Journal of Nondestructive Evaluation 工程技术-材料科学:表征与测试
CiteScore
4.90
自引率
7.10%
发文量
67
审稿时长
9 months
期刊介绍: Journal of Nondestructive Evaluation provides a forum for the broad range of scientific and engineering activities involved in developing a quantitative nondestructive evaluation (NDE) capability. This interdisciplinary journal publishes papers on the development of new equipment, analyses, and approaches to nondestructive measurements.
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