The sensor network estimates locations of sensor nodes using image processing to extract locations of humans wearing sensors. This paper evaluates the accuracy of human detection by informed-filters using only color features for actual aerial images. To carry out the evaluation, a novel dataset ...
“Aerial photography” pertains to visual data captured from elevated viewpoints, such as from an airborne platform or satellite. These images offer a top-down view of the landscape. Such images may vary in imaging angles, such as oblique satellite photogrammetry. The present work focused on verti...
-f docker∕Dockerfile.gNB.aerial.ubuntu20 --tag oai-gnb-aerial:latest This will create two images: ▶ ran-base:latest includes the environment to build the OAI source code. This will be used then building the oai-gnb-aerial:latest image. ▶ oai-gnb-aerial:latest will be used later ...
In the dataset references, image refers to a simple depiction of an item or data with visual content. Conversely, a high-quality image possesses the same attributes as a standard image, including a greater dynamic range, chroma depth, and resolution. For better accuracy, precision, recognition, ...
Optimized Network Design for Small Object Detection in Aerial Imagery: We developed a Small Object Detection Head and restructured feature extraction blocks within the PAFPN (Liu, Qi, et al., 2018) architecture to enhance the detection of small objects in aerial images. Additionally, we designed ...
To put it differently, following a thorough comprehension of collected images, a sequence of steps involving detection and categorization is executed, leading to a response according to the circumstances. While this might seem routine for humans, it presents a level of complexity that demands ...
enormous fleets of small craft drones, potentially tens of millions of small craft— ballooning battery waste, adding high maintenance costs, requiring frequent battery replacements, and sophisticated charging infrastructure for longer flights, which are not friendly to humans, financing, or the ...
Detection and tracking of people in visible-light images has been subject to extensive research in the past decades with applications ranging from surveillance to search-and-rescue. Following the growing availability of thermal cameras and the distinctive thermal signature of humans, research effort has...
Aerial surveillance system provides a large amount of data compared with traditional surveillance system. But, it usually suffers from undesired motion of
A random forest algorithm is then used for final classification of the object within each voxel using four categories: ground, roof, wall, and vegetation. The proposed approach was evaluated using a 297,126,417 point dataset from a 1 km2 area in Dublin, Ireland and 50% denser dataset of ...