Inspired by the human cognitive system, attention is a mechanism that imitates the human
cognitive awareness about specific information, amplifying critical details to focus more on …

The successful implementation of vision-based navigation in agricultural fields hinges upon
two critical components: 1) the accurate identification of key components within the scene …

Shelf monitoring plays a key role in optimizing retail shelf layout, enhancing the customer
shop** experience and maximizing profit margins. The process of automating shelf audit …

Composition detection and semantic line detection are important research topics in
computer vision and play an important auxiliary role in the analysis of image esthetics …

A novel algorithm to detect an optimal set of semantic lines is proposed in this work. We
develop two networks: selection network (S-Net) and harmonization network (H-Net). First, S …

Semantic line is a straight line based representation designed to well capture the spatial
layout or structural shape of the scene in an image that is valuable as a high-level visual …

The composition of an image is a critical element chosen by the author to construct an image
that conveys a narrative and related emotions. Other key elements include framing, lighting …

In retail environment monitor store shelves is a key factor for retailers and brands to provide
the best customer shop** experience and maximize sales. Computer vision and deep …

A novel algorithm, called semantic line combination detector (SLCD), to find an optimal
combination of semantic lines is proposed in this paper. It processes all lines in each line …

Semantic line is a high-level feature in image segmentation and is of great significance in
image understanding. This paper proposes a semantic line detection framework shorten as …