An Efficient Descriptor Based on Radial Line Integration for Fast Non-invariant Matching and Registration of Microscopy Images

机译：基于径向线积分的高效描述符，用于显微镜图像的快速不变匹配和配准

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Descriptors such as SURF and SIFT contain a framework for handling rotation and scale invariance, which generally is not needed when registration and stitching of images in microscopy is the focus. Instead speed and efficiency are more important factors. We propose a descriptor that performs very well for these criteria, which is based on the idea of radial line integration. The result is a descriptor that outperforms both SURF and SIFT when it comes to speed and the number of inliers, even for rather short descriptors.

机译：诸如SURF和SIFT之类的描述符包含用于处理旋转和缩放不变性的框架，当重点是显微镜中的图像配准和缝合时，通常不需要此框架。相反，速度和效率是更重要的因素。我们基于径向线积分的思想，提出了一个对于这些标准执行得很好的描述符。结果是，在速度和内线数量方面，描述符的性能均优于SURF和SIFT，即使对于较短的描述符也是如此。

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《International conference on advanced concepts for intelligent vision systems》|2017年|723-734|共12页
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Anders Hast; Gustaf Kylberg; Ida-Maria Sintorn;
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1. A Fast Fourier based Feature Descriptor and a Cascade Nearest Neighbour Search with an Efficient Matching Pipeline for Mosaicing of Microscopy Images [J] . A. Hast, V. A. Sablina, I.-M. Sintorn, Pattern recognition and image analysis: advances in mathematical theory and applications in the USSR . 2018,第2期

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2. A local image descriptor based on radial and angular gradient intensity histogram for blurred image matching [J] . Sadeghi Bahman, Jamshidi Kamal, Vafaei Abbas, The Visual Computer . 2019,第10期

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3. An Improved Face Recognition based on Scale Invariant Feature Transform (SIFT): Training for Integrating Multiple Images and Matching by Key Point’s Descriptor-Geometry [J] . Sunghoon Kim, Youngjin Kim, Seunghyung Lee Indian Journal of Science and Technology . 2016,第35期

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4. An Efficient Descriptor Based on Radial Line Integration for Fast Non-invariant Matching and Registration of Microscopy Images [C] . Anders Hast, Gustaf Kylberg, Ida-Maria Sintorn International Conference on Advanced Concepts for Intelligent Vision Systems . 2017

机译：基于径向线集成的高效描述符，用于快速非不变匹配和显微镜图像登记
5. Efficient magnetic resonance brain image registration and high performance registration-based brain image segmentation. [D] . Luo, Yishan. 2012

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6. Automatic registration of multi-modal microscopy images for integrative analysis of prostate tissue sections [O] . Giuseppe Lippolis, Anders Edsjö, Leszek Helczynski, 2013

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7. Bead-based Mosaicing of Single Plane Illumination Microscopy Images Using Geometric Local Descriptor Matching [O] . 2012

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8. Information System for co-Registration of CAESAR Sea-Images Based on TwoDimensional Image Matching Techniques (SCORE). Part 3: Design and Detailed Design Document [R] . Rietveld, A. J., Habets, G. M. H. J., Looijen, W. J. 1992

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An Efficient Descriptor Based on Radial Line Integration for Fast Non-invariant Matching and Registration of Microscopy Images

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