… As the object density is large and the scenes are complex in UAV videos, FP and FN on
our dataset are much larger than on other datasets for the same algorithm while IDS and FM …

… -based object detection algorithms on low-altitude UAV … of object detection tasks related
to low altitude-based UAV … for detecting stationary and moving objects in cluttered scenes…

… : object detection, single object tracking, and multiple object … in UAV based real scenes, eg,
high density, small object, and … such issues in unconstrained scenes comprehensively. The …

… At the same time, it is also one of the most accurate single-stage object detection algorithms…
as the object detection algorithm for UAV capture scenes. YOLOv5 follows the detection idea …

… This study aims to improve object detection accuracy when only limited samples are available…
trained using auxiliary labeled data and then refined using a few samples of railway scene. …

… In this paper, we focus on object detection in UAV images [11,12] … object detection from UAV
images can also benefit from the learned object distribution, especially in congested scenes. …

… object classification. In this work, we investigate the suitability of a number of flying object
detection approaches for the task of UAV detection … with object proposal detectors which are …

… We present SMFF-YOLO, a novel one-stage detection framework for accurate object detection
in UAV images. It introduces a novel type of prediction head that fuses convolution with …

… performance of the model while considering platform resource consumption, this paper
proposes a UAV aerial scene object detection model called UAV-YOLOv8, based on YOLOv8. …

… in natural scene images usually exhibit unsatisfactory results on UAV … object detection
model from natural scene images to UAV images. This cross-domain gap between natural scene …