Digitalization has been shaping economy and society, one of the areas most affected being
the retail sector. Especially in the context of smart shelf technologies a variety of companies …

Providing high on-shelf availability (OSA) is a key factor to increase profits in grocery stores.
Recently, there has been growing interest in computer vision approaches to monitor OSA …

Small-scale farming can benefit from the usage of information and communication
technology (ICT) to improve crop and soil management and increase yield. However, in …

Efficient management of on-shelf availability and inventory is a key issue to achieve
customer satisfaction and reduce the risk of profit loss for both retailers and manufacturers …

This paper proposes a method to robustly monitor shelves in retail stores using supervised
learning for improving on-shelf availability. To ensure high on-shelf availability, which is a …

The term out-of-stock (OOS) describes a problem that occurs when shoppers come to a store
and the product they are seeking is not present on its designated shelf. Missing products …

Continuous detection and efficient monitoring of Out-Of-Stock (OOS) of products in retail
environments is a key factor to improve stores profits. Traditional methods require labour …

Anomaly detection methods can detect outliers, but what are the properties of an outlier? In
this paper, we propose ZEBRA, a novel framework for generating explanations of an outlier …

On-Shelf Availability (OSA) of products in retail stores is a critical business criterion in the
fast moving consumer goods and retails sector. When a product is out-of-stock (OOS) and a …

This paper proposes a method to robustly estimate product amount on store shelves from a
surveillance camera for improving on-shelf availability. We focus on changes of products on …