Object detection with constellations of keypoints
Metode za detekcijo objektov osnovane na značilnicah se za določitev lokacije specifičnega objekta v testni sliki zanašajo na diskriminativno naravo značilnic. Nediskriminativne značilnice v množici detektiranih značilnic se izloča z uporabo podobnostnega pragu.
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Unified interest point detection and description for perspective and Fisheye images
Keypoint detection and descriptor matching are essential in tasks like feature matching, object tracking, and 3D reconstruction. While CNN-based methods have advanced these areas, most focus on perspective projection cameras, with limited consideration ...
Jian Xu +4 more
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Facial Keypoints Detection with Deep Learning [PDF]
Ran Gao, Qi Liu
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Analysis of Competition and Training Videos of Speed Climbing Athletes Using Feature and Human Body Keypoint Detection Algorithms. [PDF]
Pandurevic D +3 more
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The manual assessment of Left Ventricular (LV) structure and its systolic function from echocardiography is fundamental for cardiovascular diagnosis but is often time-consuming and subject to inter-observer variability.
Zeinab Khodaverdian +6 more
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A Bio-Inspired Lightweight Human Action Recognition Method Based on Human Keypoint Detection. [PDF]
Huang W, Wu M, Chen W, Zhou Q.
europepmc +1 more source
UST-YOLO11Pose-TRM: An Attention-Enhanced Keypoint Detection and Transformer Regression Framework for Yak Body Measurement. [PDF]
Li H +5 more
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QUANTIFYING ACTIN FILAMENTS IN MICROSCOPIC IMAGES USING KEYPOINT DETECTION TECHNIQUES AND A FAST MARCHING ALGORITHM. [PDF]
Liu Y +4 more
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Deep Learning for Facial Keypoints Detection
Mikko Haavisto, Arto Kaarna, Lasse Lensu
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Real-time face keypoint detection for pre-anesthetic assessment with optimized YOLO11 model based on DeBiFormer. [PDF]
Wang D, Su J.
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