2results about How to "Continuous input" patented technology

This invention discloses a method for real-time 3D tracking and localization of microscale targets in a bright-field microscopic environment, relating to the fields of image recognition and reconstruction technology. The method includes inputting continuous microscopic images into a target detection model, outputting the target's 2D position, regressing the defocus height and direction from a single frame of local images using a fine-grained ROI-based defocus regression model, directly using the model output to drive a 2D motion platform and a focusing device, fusing the 2D position information of each frame with the corresponding defocus axis information, and incorporating the position information of the previous frame as a priori using a temporal correlation mechanism to achieve continuous correlation of the microscale target in the time dimension, thereby stably reconstructing the target's 3D position and outputting a smooth real-time motion trajectory. This invention achieves real-time 3D localization and stable tracking of microscale targets under single-view bright-field microscopic conditions, ensuring both positioning accuracy and system real-time performance and accuracy.

The application discloses a radar point data processing system and method based on page locking memory, wherein a performance monitoring module determines a comprehensive load factor according to system running state parameters; a page locking memory management module performs capacity adjustment on a page locking memory buffer pool according to the comprehensive load factor; a receiving module writes radar point data into an idle page locking memory block; a GPU processing module binds the page locking memory block with a CUDA flow, performs parallel processing on the radar point data to obtain a processing result, and writes the processing result into a display memory cache shared buffer; a display control display module responds to completion of writing of the processing result, performs display rendering on the processing result, and outputs a consumption completion signal; and the GPU processing module responds to the consumption completion signal, releases the CUDA flow, GPU display memory and page locking memory block, thereby realizing stable and efficient processing of radar point data in a high-throughput and high real-time application scenario.