Results 31 to 40 of about 11,183,951 (361)
Remote Sensing, 2021 The detection of elongated objects, such as ships, from satellite images has very important application prospects in marine transportation, shipping management, and many other scenarios.
Zheng He +5 more
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Image Semantic Segmentation Fusion of Edge Detection and AFF Attention Mechanism
Applied Sciences, 2022 Deep learning has been widely used in various fields because of its accuracy and efficiency. At present, the improvement of image semantic segmentation accuracy has become the area of most concern.
Yijie Jiao +3 more
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Cross-Layer Attention Network for Small Object Detection in Remote Sensing Imagery
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021 In recent years, despite the tremendous progresses of object detection, small object detection has always been a challenge in the field of remote sensing. The main reason is that small objects cover few features that are easily lost during down-sampling.
Yangyang Li +5 more
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Understanding the Small Object Argument [PDF]
Applied Categorical Structures, 2008 42 pages; supersedes the earlier arXiv preprint math/0702290; v2: final journal version, minor corrections ...
openaire +3 more sources
Slicing Aided Hyper Inference and Fine-Tuning for Small Object Detection [PDF]
International Conference on Information Photonics, 2022 Detection of small objects and objects far away in the scene is a major challenge in surveillance applications. Such objects are represented by small number of pixels in the image and lack sufficient details, making them difficult to detect using ...
Fatih Cagatay Akyon +2 more
semanticscholar +1 more source
Small object detection and tracking from aerial imagery
, 2021 Object detection and tracking from airborne imagery draws attention to the parallel development of UAV systems and computer vision technologies. Aerial imagery has its own unique challenges that differ from the training set of modern-day object detectors,
Aktaş, Mustafa, Ateş, Hasan Fehmi
core +1 more source
Small Object Detection and Tracking: A Comprehensive Review
Sensors, 2023 Object detection and tracking are vital in computer vision and visual surveillance, allowing for the detection, recognition, and subsequent tracking of objects within images or video sequences.
Behzad Mirzaei +3 more
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LFN-YOLO: precision underwater small object detection via a lightweight reparameterized approach
Frontiers in Marine ScienceUnderwater object detection plays a significant role in fisheries resource assessment and ecological environment protection. However, traditional underwater object detection methods struggle to achieve accurate detection in complex underwater ...
Mingxin Liu +5 more
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DroneNet: Rescue Drone-View Object Detection
Drones, 2023 Recently, the research on drone-view object detection (DOD) has predominantly centered on efficiently identifying objects through cropping high-resolution images. However, it has overlooked the distinctive challenges posed by scale imbalance and a higher
Xiandong Wang +7 more
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