Datasets and methods of product recognition on grocery shelf images using computer vision and machine learning approaches: An exhaustive literature review

CG Melek, EB Sönmez, S Varlı - Engineering Applications of Artificial …, 2024 - Elsevier
A product recognition system recognizes all products on the shelf images and determines
their positions. A business equipped with an automatic product recognition system has a …

Technological evolution in grocery retail: A systematic literature review

R Rivera, M Amorim, J Reis - 2021 16th Iberian Conference on …, 2021 - ieeexplore.ieee.org
Since the application of scanner and barcode technologies in the retail industry in the mid-
1970s, grocery stores have been following and adhering to emerging technologies in this …

PersonGONE: Image inpainting for automated checkout solution

V Bartl, J Špaňhel, A Herout - Proceedings of the IEEE/CVF …, 2022 - openaccess.thecvf.com
In this paper, we present a solution for automatic checkout in a retail store as a part of AI City
Challenge 2022. We propose a novel approach that uses the" removal" of unwanted objects …

Energy consumption monitoring and alert system via IoT

ZHC Soh, IH Hamzah, SAC Abdullah… - … on Future Internet of …, 2019 - ieeexplore.ieee.org
This paper presents a home energy consumption monitoring system and alerts on Ubidots
Cloud Services. In this research work, an Internet of Things (IoT) framework has been …

Identification of innovative technologies for store-based retailing–An evaluation of the status quo and of future retail practices

M Stieninger, J Gasperlmair, M Plasch… - Procedia Computer …, 2021 - Elsevier
Novel technologies and application scenarios for store-based retailing are available in a
large variety. The retailers' strategic focus and willingness to invest in these innovations is …

Self-checkout system using RFID (Radio Frequency Identification) technology: A survey

F Maulana, RP Putra, N Hanafiah - 2021 1st International …, 2021 - ieeexplore.ieee.org
RFID (Radio Frequency Identification) is a combination of radio frequency technology and
microchip technology, and as an alternative to barcodes microchipped in tags to store and …

Improving deep learning-based automatic checkout system using image enhancement techniques

LH Pham, DNN Tran, HH Nguyen… - Proceedings of the …, 2023 - openaccess.thecvf.com
The retail sector has experienced significant growth in artificial intelligence and computer
vision applications, particularly with the emergence of automatic checkout (ACO) systems in …

Development of a Hybrid Method for Multi-Stage End-to-End Recognition of Grocery Products in Shelf Images

CG Melek, E Battini Sonmez, H Ayral, S Varli - Electronics, 2023 - mdpi.com
Product recognition on grocery shelf images is a compelling task of object detection
because of the similarity between products, the presence of the different scale of product …

[PDF][PDF] Smart shopping cart using machine vision along with machine learning

R Shetty, D Pawar, R Poojari, R Patel… - … Research Journal of …, 2022 - researchgate.net
As the Internet of Things (IoT) is relying on the exchange of information, this research work
progress through machine vision, which is an emerging technology and one of the most …

Smart Cost-Effective Shopping System using Radio Frequency Identification Technology

NM Lindsay, N Karthy, A Krishnan - 2023 Third International …, 2023 - ieeexplore.ieee.org
This paper presents the smart shopping system with the help nodemcu8266 and the passive
RFID reader which transfers the collected information from the webpage which is been …