Product recognition in store shelves as a sub-graph isomorphism problem
The arrangement of products in store shelves is carefully planned to maximize sales and keep customers happy. However, verifying compliance of real shelves to the ideal layout is a costly task routinely performed by the store personnel. In this paper, we
DG Lowe +8 more
core +1 more source
Misplaced product detection using sensor data without planograms
Abstract Accurate and timely provisioning of products to the customers is essential in retail environments to avoid missed sales opportunities. One cause for missed sales is that products are misplaced in the store. This can be addressed by fast and accurately detecting those misplacements.
Andreas Solti +3 more
openaire +3 more sources
Healthier choices in an Australian health service : a pre-post audit of an intervention to improve the nutritional value of foods and drinks in vending machines and food outlets [PDF]
Background: Vending machines and shops located within health care facilities are a source of food and drinks for staff, visitors and outpatients and they have the potential to promote healthy food and drink choices.
Bell, Colin +5 more
core +1 more source
Impact of visceral fat on skeletal muscle mass and vice versa in a prospective cohort study: The Korean Sarcopenic Obesity Study (KSOS) [PDF]
Objectives: Sarcopenia and visceral obesity have been suggested to aggravate each other, resulting in a vicious cycle. However, evidence based on prospective study is very limited.
Baik, SH +11 more
core +1 more source
Space management in category management: A comparative analysis of retailers in the subcategory of pickled and preserved vegetables [PDF]
With raising number of products offered by manufacturers, and the same or smaller sales space, retailers are in constant quest for optimal model of allocating limited shelf space to list of products in assortment that will insure highest possible profit ...
Dujak Davor +2 more
doaj
On Shelf Availability: A Literature Review & Conceptual Framework [PDF]
On-Shelf Availability (OSA) is a key performance indicator for the retail industry, greatly impacting profit and customer loyalty. Strong competition in the industry causes retailers and suppliers to put heavy emphasis on improving performance in an ...
Spielmaker, Kristie
core +1 more source
A deep learning pipeline for product recognition on store shelves
Recognition of grocery products in store shelves poses peculiar challenges. Firstly, the task mandates the recognition of an extremely high number of different items, in the order of several thousands for medium-small shops, with many of them featuring ...
Di Stefano, Luigi +2 more
core +1 more source
Improving replenishment practices at the store level to minimize out-of-stock levels: a case study in a portuguese grocery retailer [PDF]
The extent of the out-of-stocks (OOS) in the European grocery retail industry continues to be a major problem, ranging from 7% to 10%, reflecting poor on-shelf availability (OSA), which is a key performance indicator of customer service. This calls for
Boleixa, Inês Simão
core +2 more sources
Understanding the key drivers of and technology related issues associated with going multi-channel [PDF]
A multi-channel retail strategy is viewed by many academics and practitioners to be the success model for most retailers. Yet, while there are many drivers of, and advantages related to, using multiple channels to sell products and services to customers ...
Foster, C, Lewis, J, Whysall, P
core +1 more source
Shelf Management and Space Elasticity [PDF]
Shelf management is a difficult task in which rules of thumb rather than good theory and hard evidence tend to guide practice. Through a series of field experiments, we measured the effectiveness of two shelf management techniques: “space-to-movement ...
Drèze, Xavier +2 more
core +2 more sources

