Americas, Special Report, Entertainment
Posted: 16 Jun 2022 14:57
This may be due to the lack of publicly available datasets with fully annotated video sequences. Even with such constraint, we advocate that the field must focus on the development of simple object trackers that, when combined with efficient detectors, such as YOLO, can produce real-time robust polyp detectors. In this paper, we propose a simple and effective colorectal polyp tracker based on Kalman filtering that works with relatively accurate but efficient detectors. POSTSUBSCRIPT score of 0.799, an average precision (AP) of 0.837, and can run at a frame rate of 31.6 frames per second (fps). POSTSUBSCRIPT score of 0.914, an AP of 0.952, and can run at 31.6 fps. Object tracking is the task of tracking unique objects through a sequence of video frames. Alternatively, end-to-end methods combine both detection and tracking into a single step. Methods that use deep learning for tracking learn both spatial and temporal patterns, and are therefore currently only suited to domains with available annotated frame sequences.
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