Results 1 to 10 of about 929 (167)

Real-time retail planogram compliance application using computer vision and virtual shelves [PDF]

Scientific Reports
This study addresses the challenge of planogram compliance in convenience stores by proposing a scalable, automated shelf monitoring system deployed across over 7,000 7-Eleven stores in Taiwan.
Tsung-Yin Ou, Andrés Ponce, Cody Lee, Areoll Wu   +3 more
doaj   +4 more sources

Embedded Vision Sensor Network for Planogram Maintenance in Retail Environments [PDF]

Sensors, 2015
A planogram is a detailed visual map that establishes the position of the products in a retail store. It is designed to supply the best location of a product for suppliers to support an innovative merchandising approach, to increase sales and profits and
Emanuele Frontoni, Adriano Mancini, Primo Zingaretti   +2 more
doaj   +6 more sources

Planogram Compliance Checking Based on Detection of Recurring Patterns [PDF]

IEEE MultiMedia, 2016
In this article, the authors propose a novel method for automatic planogram compliance checking in retail chains that doesn't require product template images for training. Product layout is extracted from an input image by means of unsupervised recurring
Song Liu, W. Li, S. Davis, C. Ritz, Hongda Tian   +4 more
semanticscholar   +8 more sources

Computer Vision Based Planogram Compliance Evaluation

Applied Sciences, 2023
Arranging products in stores according to planograms, optimized product arrangement maps, is an important sales enabler and necessary for keeping up with the highly competitive modern retail market. Key benefits of planograms include increased efficiency,
Julius Laitala, Laura Ruotsalainen
doaj   +2 more sources

Hybrid Approach for Shelf Monitoring and Planogram Compliance (Hyb-SMPC) in Retails Using Deep Learning and Computer Vision

Mathematical Problems in Engineering, Volume 2022, Issue 1, 2022., 2022
In retail management, the continuous monitoring of shelves to keep track of the availability of the products and following proper layout are the two important factors that boost the sales and improve customer’s level of satisfaction.
Mehwish Saqlain, Saddaf Rubab, Malik M. Khan, N. Ali, Shahzeb Ali   +4 more
semanticscholar   +2 more sources

Pendampingan Planogram untuk Pemilik Ritel

Journal of Approriate Technology for Community Services, 2023
Retail owners need to utilize transaction data for customer buying patterns. By knowing the pattern of customer purchases, retail owners can adjust the layout of the store and the layout of goods on the display rack or a planogram to increase product ...
Qurtubi Qurtubi, Joko Sulistio, Vembri Noor Helia, Melinska Ayu Febrianti, Jundi Nourfateha Elquthb   +4 more
semanticscholar   +3 more sources

Developmental stage and lower quadriceps flexibilities and decreased gastrocnemius flexibilities are predictive risk factors for developing Osgood-Schlatter disease in adolescent male soccer players. [PDF]

Knee Surg Sports Traumatol Arthrosc, 2023
Abstract PurposeThis study aimed to elucidate the influential predictive risk factors of Osgood–Schlatter disease (OSD) on the support (non‐kicking) leg among adolescent soccer players considering peak height velocity (PHV) age and investigate the cut‐off values of the predictive variables. MethodsA cohort of 302 Japanese adolescent male soccer players
Takei S, Torii S, Taketomi S, Iizuka S, Tojima M, Iwanuma S, Iida Y, Tanaka S.   +7 more
europepmc   +2 more sources

Bibliometric Analysis for Mapping Research on Planogram Using VOSviewer

International Journal of Computing and Digital Systems, 2023
: Planogram is usually employed by modern retail shops to ease operational tasks, such as organizing and managing the storage room and product’s display shelf.
M. Febrianti, Q. Qurtubi, Harlina Jaafar, Nasruddin Faisol, A. Zulkeflee   +4 more
semanticscholar   +2 more sources

Deep Learning for Retail Product Recognition: Challenges and Techniques. [PDF]

Comput Intell Neurosci, 2020
Taking time to identify expected products and waiting for the checkout in a retail store are common scenes we all encounter in our daily lives. The realization of automatic product recognition has great significance for both economic and social progress because it is more reliable than manual operation and time‐saving. Product recognition via images is
Wei Y, Tran S, Xu S, Kang B, Springer M.
europepmc   +2 more sources

Computer Vision Based Planogram Compliance Evaluation

SSRN Electronic Journal, 2022
Arranging products in stores according to planograms, optimized product arrangement maps, is an important sales enabler and necessary for keeping up with the highly competitive modern retail market. Key benefits of planograms include increased efficiency, maximized retail store space, increased customer satisfaction, visual appeal, and increased ...
Julius Laitala, L. Ruotsalainen
semanticscholar   +3 more sources