The simplicity of the technique is attributed to its real-time capability to detect and track fruits in a video of fruit-bearing trees. The ground truth data were computed on 25 video sequences and the system wa
IRAST [26] used unlabeled images to achieve more reliable and efficient semi-supervised crowd counting by learning feature extractors and binary segmentation tasks. DACount [25] utilized SSL and integrated strategies such as density proxies, contrastive learning, transformer structure, and noise ...
A method, apparatus, and computer instructions in a data processing system for processing instructions and monitoring accesses to memory location ranges. An instruction for execution is identified. A determination is made as to whether the instruction is within a contiguous range of instructions. Execut...
where its output is the estimated people counts in the input image. In addition, to reduce the false positive errors, which are mainly caused by the existence of trees and buildings in the background, training data are augmented by adding negative samples whose ground truth count is set as ...
Tree crowns, the main site of photosynthesis, are an indispensable part of trees. Offering an accurate assessment of tree plantations on a large scale can be very useful in both scientific research and production, such as for growing-status observation, pest control, and biomass prediction. While...
The dependent variable was the burn condition and was modeled as a binary variable (burned = 1, unburned = 0). Total ATL08 forest segments from both sites were randomly divided into two groups, 70% for training and the rest, 30%, for testing. In total, 1000 trees were used in the ...