Abstract: This paper proposes a method for motion magnification that accelerates phase extraction using a Complex Steerable Pyramid (CSP).
This paper proposes a CSP-based method that focuses on the hierarchical structure of image pyramids. The proposed method calculates the responses of CSP with ...
This paper proposes a method for motion magnification that accelerates phase extraction using a Complex Steerable Pyramid (CSP). Motion magnification is a ...
For non-periodic image structures, phase-based motion magnification is bounded by the spatial support of the complex steerable pyramid filters. We overcome ...
Jan 22, 2024 · The Steerable Pyramid is a linear multi-scale and multi-orientation image decomposition that enables us to observe the image at difference ...
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With the apprise of the complex-steerable pyramid [9, 20, 23], the use of phase- based motion has been considered not only in the context of motion ...
The bilateral pyramid also resulted in improved phase-based motion measurements. Future work includes extending the dataset with more subjects, extract more.
Apr 15, 2022 · In this method, motions in a specific frequency band can be filtered and magnified through manipulating the local phase difference of each pixel ...
In this study, Computer Vision and Phase-Based Motion Magnification (PBMM) are validated for continuous Structural Health Monitoring (SHM) purposes.
OpenCL accelerated phase-based motion magnification - GitHub
github.com › bramton › opencl-motion-...
This code provides an OpenCL accelerated phase-based motion magnification implementation. The work implements the paper "Riesz Pyramids for Fast Phase-Based ...
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