صورة الغلاف

Smartphone-Based Seamless Scene and Object Recognition for Visually Impaired Persons

محفوظ في:
الحاوية / القاعدة:Information vol. 16, no. 9 (2025), p. 808-823
المؤلف الرئيسي: Rahman, Fisilmi Azizah
مؤلفون آخرون: Pusparani Ferina Ayu, Yeoh Wen Liang, Fukuda Osamu
منشور في:
MDPI AG
الموضوعات:
Visual impairment
Cameras
Usability
Datasets
People with disabilities
Smartphones
Applications programs
Supermarkets
Mobile computing
Blindness
Design
Shopping
Algorithms
Object recognition
Feedback
Cognition & reasoning
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مستخلص:This study introduces a mobile application designed to assist visually impaired persons (VIPs) in navigating complex environments, such as supermarkets. Recent assistive tools often identify objects in isolation without providing contextual awareness. In contrast, our proposed system uses seamless scene and object recognition to help users efficiently locate target items and understand their surroundings. Employing a “human-in-the-loop approach”, users control their smartphone camera direction to explore the space. Experiments conducted in a simulated shopping environment show that the system enhances object-finding efficiency and improves user orientation. This approach not only increases independence, but also promotes inclusivity by enabling VIPs to perform everyday tasks with greater confidence and autonomy.
تدمد:2078-2489
DOI:10.3390/info16090808
المصدر:Advanced Technologies & Aerospace Database