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Article
An improved cuckoo search algorithm for global optimization
Cuckoo search (CS) algorithm is a classical swarm intelligence algorithm widely used in a variety of engineering optimization problems. However, its search accuracy and convergence speed still have a lot of ro...
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Article
SPROSAC: Streamlined progressive sample consensus for coarse–fine point cloud registration
With the development of 3D matching technology, point cloud registration (PCR) based on corresponding points has received increasing attention in the field of computer vision. Unfortunately, 3D keypoint techno...
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Article
Application of an improved sparrow search algorithm in BP network classification of strip steel surface defect images
In this paper, the BP neural network optimized by an improved sparrow search algorithm is proposed (WLT-SSA-BP), which performs excellently in the classification task of strip steel defect images. In the curre...
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Article
Coarse-fine point cloud registration based on local point-pair features and the iterative closest point algorithm
3D point cloud registration has a wide range of applications in object shape detection, robot navigation and 3D reconstruction. Aiming at the problems of the traditional ICP registration algorithm, such as slo...
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Article
Grasshopper optimization algorithm with principal component analysis for global optimization
As one of the latest meta-heuristic algorithms, the grasshopper optimization algorithm (GOA) has extensive applications because of its efficiency and simplicity. However, the basic GOA still has enough room fo...
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Article
A multi-level image thresholding approach using Otsu based on the improved invasive weed optimization algorithm
Multi-level thresholding is one of the most popular techniques in image segmentation. However, selecting the optimal thresholds with high accuracy and efficiency is still challenging. In this paper, a novel mu...
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Chapter and Conference Paper
Design Rationale Knowledge Management: A Survey
Design rationale is an explicit expression of the reasons behind decision making when designing an artifact. Despite its potential wide usage recognized by researchers and practitioners, it is still hard to be...
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Chapter and Conference Paper
Design Rationale Knowledge-Integrated MBD Model to Support Collaboration Between Design and Manufacturing
To solve the complex and low efficiency problems of collaborative communication between design and manufacturing, this paper proposes a method for the construction of design rationale knowledge-integrated Mode...