Implementing Computer Vision in Android Apps and Presenting the Background Technology with Mathematical Demonstrations

被引：0
作者：
Szabo, Roland [1 ]
机构：
[1] Politehn Univ Timisoara, Fac Elect Telecommun & Informat Technol, Vasile Parvan Av 2, Timisoara 300223, Romania
来源：
TECHNOLOGIES | 2025年 / 13卷 / 01期
关键词：
night vision; image motion analysis; lane detection; mobile applications; mobile computing; LANE DETECTION; REGISTRATION; NETWORK; SYSTEM;
D O I：
10.3390/technologies13010027
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
The aim of this paper is to create image-processing Android apps to launch on the Google Play Store. Three apps with different usages will be presented for different situations. The first app is a night-vision app on an Android phone that uses OpenCV. The second app is a tooth-brushing assistant application. The app is made for mobile phones and uses advanced image-processing techniques to detect when the tooth is brushed correctly or incorrectly. The main focus is on the direction of the toothbrush movement because this is one of the key aspects of correctly brushing teeth. The direction of movement of the brush is detected using movement vectors. The third app is a lane-detection app on the smartphone. Lane detection is carried out using OpenCV and TensorFlow libraries. The mobile app was implemented on the Android operating system. The app has a live video feed of the surroundings. When in the area of view, there will be a road with a lane. The system detects the lane and draws a green line over it.
引用
收藏
页数：30
相关论文
共 41 条
[1]  
Bandani A.K., 2023, P 2023 INT C ADV TEC, P1
[2]   A Fractal Dimension Based Framework for Night Vision Fusion [J].
Bhatnagar, Gaurav ;
Wu, Q. M. Jonathan .
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2019, 6 (01) :220-227
[3]   Multi-Lane Detection and Tracking Using Temporal-Spatial Model and Particle Filtering [J].
Chen, Sihan ;
Huang, Libo ;
Chen, Huanlei ;
Bai, Jie .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (03) :2227-2245
[4]   Towards the automatic data annotation for human activity recognition based on wearables and BLE beacons [J].
Demrozi, Florenc ;
Jereghi, Marin ;
Pravadelli, Graziano .
2021 8TH IEEE INTERNATIONAL SYMPOSIUM ON INERTIAL SENSORS AND SYSTEMS (INERTIAL 2021), 2021,
[5]   Driving Behavior Analysis of Intelligent Vehicle System for Lane Detection Using Vision-Sensor [J].
Dewangan, Deepak Kumar ;
Sahu, Satya Prakash .
IEEE SENSORS JOURNAL, 2021, 21 (05) :6367-6375
[6]   Bezier-Based Hough Transforms for Doppler Localization of Human Targets [J].
Ding, Yipeng ;
Sun, Yinhua ;
Yu, Xiali ;
Cheng, Dong ;
Lin, Xiaoyi ;
Xu, Xuemei .
IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS, 2020, 19 (01) :173-177
[7]   Large Scale Interactive Motion Forecasting for Autonomous Driving : The WAYMO OPEN MOTION DATASET [J].
Ettinger, Scott ;
Cheng, Shuyang ;
Caine, Benjamin ;
Liu, Chenxi ;
Zhao, Hang ;
Pradhan, Sabeek ;
Chai, Yuning ;
Sapp, Ben ;
Qi, Charles ;
Zhou, Yin ;
Yang, Zoey ;
Chouard, Aurelien ;
Sun, Pei ;
Ngiam, Jiquan ;
Vasudevan, Vijay ;
McCauley, Alexander ;
Shlens, Jonathon ;
Anguelov, Dragomir .
2021 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2021), 2021, :9690-9699
[8]   Robust Accurate Lane Detection and Tracking for Automated Rubber-Tired Gantries in a Container Terminal [J].
Feng, Yunjian ;
Li, Jun .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 24 (10) :11254-11264
[9]   Design and Development of a Novel Oral Care Simulator for the Training of Nurses [J].
Herath, Buddhi ;
Dewmin, G. H. S. ;
Sukumaran, Sutharsan ;
Amarasinghe, Y. W. R. ;
De Silva, A. H. T. E. ;
Mitani, Atsushi ;
Wijethunge, Dimuthu ;
Sampath, W. H. P. .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2020, 67 (05) :1314-1320
[10]   Efficient Lane Detection Based on Spatiotemporal Images [J].
Jung, Soonhong ;
Youn, Junsic ;
Sull, Sanghoon .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2016, 17 (01) :289-295
12345