Adaptive low cost algorithm for video stabilization

Spampinato Giuseppe; Bruna Arcangelo; Naccari Filippo; Tomaselli Valeria

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Adaptive low cost algorithm for video stabilization

机译：用于视频稳定的自适应低成本算法

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摘要

Video stabilization is a technique used to compensate user hand shaking. It avoids grabbing the unintentional motion in a video sequence, which causes unpleasant effects for the final user. In this paper we present a very simple but effective low power consumption solution, suitable for cheap and small video cameras, running at 31 fps for a VGA sequence with a simple ARM926EJ-S. The proposed solution is robust to common difficult conditions, like noise perturbations, illumination changes, motion blurring and rolling shutter distortions.

机译：视频稳定化是一种用于补偿用户手摇动的技术。它避免在视频序列中抓取无意的运动，这导致最终用户对令人不愉快的影响。在本文中，我们提出了一种非常简单但有效的低功耗解决方案，适用于便宜的和小型摄像机，以31个FPS为具有简单ARM926EJ-S的VGA序列运行。所提出的解决方案对常见的困难条件具有鲁棒，如噪声扰动，照明变化，运动模糊和滚动快门扭曲。

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来源
《Multimedia Tools and Applications》 |2019年第10期|13787-13804|共18页
作者
Spampinato Giuseppe; Bruna Arcangelo; Naccari Filippo; Tomaselli Valeria;
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作者单位

ST Microelect Adv Syst Technol Imaging Grp Stradale Primosole 50 I-95100 Catania Italy;

ST Microelect Adv Syst Technol Imaging Grp Stradale Primosole 50 I-95100 Catania Italy;

ST Microelect Adv Syst Technol Imaging Grp Stradale Primosole 50 I-95100 Catania Italy;

ST Microelect Adv Syst Technol Imaging Grp Stradale Primosole 50 I-95100 Catania Italy;

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正文语种 eng
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关键词
Video stabilization; Characteristics curves; IIR filters; FIR filters; Curves matching;

机译：视频稳定化;特征曲线;IIR过滤器;FIR过滤器;曲线匹配;

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专利

1. Adaptive low cost algorithm for video stabilization [J] . Spampinato Giuseppe, Bruna Arcangelo, Naccari Filippo, Multimedia Tools and Applications . 2019,第10期

机译：自适应低成本视频稳定算法
2. Low cost rototranslational video stabilization algorithm [J] . Spampinato Giuseppe, Bruna Arcangelo Ranieri, Battiato Sebastiano, Journal of electronic imaging . 2018,第PTa1期

机译：低成本旋转翻译视频稳定算法
3. Low cost image compression algorithm with colour reproduction algorithm for transmitting video frame of capsule endoscopy using low power [J] . Malathkar Nithin Varma, Soni Surender Kumar Biomedical signal processing and control . 2020,第Jula期

机译：低成本图像压缩算法，具有低功率传输胶囊内窥镜镜片视频帧的彩色再现算法
4. Adaptive Low Cost Algorithm for Video Stabilization [C] . Giuseppe Spampinato, Arcangelo Bruna, Filippo Naccari, International conference on image analysis and processing . 2017

机译：自适应低成本视频稳定算法
5. Low-power and high-speed algorithms and VLSI architectures for error control coding and adaptive video scaling. [D] . Raghupathy, Arun. 1998

机译：用于错误控制编码和自适应视频缩放的低功耗，高速算法和VLSI架构。
6. Adaptive Estimation Algorithm for Correcting Low-Cost MEMS-SINS Errors of Unmanned Vehicles under the Conditions of Abnormal Measurements [O] . Lifei Zhang, Proletarsky Andrey Viktorovich, Maria Sergeevna Selezneva, 2021

机译：在异常测量条件下校正无人车辆低成本MEMS-SINS误差的自适应估计算法
7. Low-Cost Super-Resolution Algorithms Implementation Over a HW/SW Video Compression Platform [O] . Gustavo M. Callicó, Rafael Peset Llopis, Sebastian López, 2006

机译：硬件/软件视频压缩平台上的低成本超高分辨率算法实现

Adaptive low cost algorithm for video stabilization

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