Real-time panorama generation realization system and method based on Spark and OpenCV
A technology for generating systems and panoramas, which is applied in the field of computer vision and can solve the problems that real-time generation, video processing, and long time for generating panoramic pictures cannot be achieved.
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[0041]The following detailed description of the present invention is implemented in accordance with the real-time generation of the present invention in conjunction with the accompanying drawings.
[0042]A real-time generation panorama implementation system based on Spark and OpenCV, including:
[0043]The video acquisition module, monitors the camera to the mobile phone, collect video images with different elevation angles, using OpenCV to convert the video stream into frame;
[0044]Video cache module, for the Kafka server, send the key value of each frame to the Kafka server after the conversion;
[0045]The video processing module, for Spark, Spark from the Kafka server, splitting the cached image; Spark runs the OpenCV-based panoramic video splicing algorithm, multi-loop splicing the acquired image, generate panoramic pictures;
[0046]Panoramic picture storage module, deposit the panoramic image of the splicing to HDFS for the call of specific applications;
[0047]Panoramic picture analysis m...
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