Helmet Detection Based on Cascade Classifier and Adaptive Boosting
Abstract
Full Text:
PDFReferences
C. Raras and A. Widiawati, “Automatic RoI dan Active Contour untuk Deteksi Penggunaan Helm pada Pengendara Sepeda Motor,” JISA (Jurnal Inform. dan Sains), vol. 02, no. 02, pp. 41–46, 2019.
B. Widodo, H. A. Armanto, and E. Setyati, “Deteksi Pemakaian Helm Proyek Dengan Metode Convolutional Neural Network,” J. Intell. Syst. Comput., vol. 3, no. 1, pp. 23–29, Apr. 2021.
K. Gunadi, E. Setyati, and J. S. Surabaya, “Deteksi Helm pada Pengguna Sepeda Motor dengan Metode Convolutional Neural Network,” Junral INFRA, vol. 8, no. 1, 2020.
R. S. Huda, R. Wulaningrum, and D. Swanjaya, “TESSERACT-OCR,” JOUTICA, vol. 7, no. 2, pp. 592–598, 2022.
P. Sathe, A. Rao, A. Singh, R. Nair, and A. Poojary, “Helmet Detection And Number Plate Recognition Using Deep Learning,” 2022 IEEE Reg. 10 Symp. TENSYMP 2022, no. May, pp. 3239–3243, 2022.
Dherya Bengani and Prof. Vasudha Bah, “Face Detection Using Viola Jones Algorithm,” Int. J. Mod. Trends Sci. Technol., vol. 6, no. 11, pp. 131–134, Nov. 2020.
D. A. Preetham, M. S. Rohit, A. G. Ghontale, and M. J. P. Priyadarsini, “Safety helmet with alcohol detection and theft control for bikers,” Proc. Int. Conf. Intell. Sustain. Syst. ICISS 2017, no. Iciss, pp. 668–673, 2018.
H. F. Satia Simbolon, Sawaluddin, and P. Sirait, “The Effect of Bicubic Interpolation on Viola-Jones and Principal Component Analysis in Detecting Faces and Helmet Wearers,” Mecn. 2020 - Int. Conf. Mech. Electron. Comput. Ind. Technol., pp. 158–164, 2020.
J. Huang, Y. Shang, and H. Chen, “Improved Viola-Jones face detection algorithm based on HoloLens,” EURASIP J. Image Video Process., vol. 2019, no. 1, p. 41, Dec. 2019.
C. Rahmad, R. A. Asmara, D. R. H. Putra, I. Dharma, H. Darmono, and I. Muhiqqin, “Comparison of Viola-Jones Haar Cascade Classifier and Histogram of Oriented Gradients (HOG) for face detection,” IOP Conf. Ser. Mater. Sci. Eng., vol. 732, no. 1, 2020.
C. Vishnu, D. Singh, C. K. Mohan, and S. Babu, “Detection of motorcyclists without helmet in videos using convolutional neural network,” in 2017 International Joint Conference on Neural Networks (IJCNN), 2017, pp. 3036–3041.
L. Liu, R. Han, X. Huang, X. Jiang, Q. Hong, and S. Gao, “Safety Helmet Detection Based on YOLOV3N,” Proc. - 2021 14th Int. Congr. Image Signal Process. Biomed. Eng. Informatics, CISP-BMEI 2021, pp. 24–29, 2021.
S. Sugianto, “DETEKSI ALAT PELINDUNG KEPALA (HELM) MENGGUNAKAN METODE HAAR CASCADE CLASSIFIER,” Joutica, vol. 4, no. 1, p. 189, Mar. 2019.
L. Shine and J. C. V., “Automated detection of helmet on motorcyclists from traffic surveillance videos: a comparative analysis using hand-crafted features and CNN,” Multimed. Tools Appl., vol. 79, no. 19–20, pp. 14179–14199, May 2020.
N. Boonsirisumpun, W. Puarungroj, and P. Wairotchanaphuttha, “Automatic Detector for Bikers with no Helmet using Deep Learning,” 2018 22nd Int. Comput. Sci. Eng. Conf., pp. 1–4, 2018.
H. Lin, J. D. Deng, D. Albers, and F. W. Siebert, “Helmet Use Detection of Tracked Motorcycles Using CNN-Based Multi-Task Learning,” IEEE Access, vol. 8, no. 3, pp. 162073–162084, 2020.
S. S. S. Sanjana, V. R. S. Gururaj, and V. K. Ashwini, “A review on various methodologies used for vehicle classification , helmet detection and number plate recognition,” Evol. Intell., no. 0123456789, 2020.
D. Yang, A. Alsadoon, P. W. C. Prasad, A. K. Singh, and A. Elchouemi, “An Emotion Recognition Model Based on Facial Recognition in Virtual Learning Environment,” Procedia Comput. Sci., vol. 125, no. 2009, pp. 2–10, 2018.
L. A. Elrefaei, D. H. Hamid, A. A. Bayazed, S. S. Bushnak, and S. Y. Maasher, “Developing Iris Recognition System for Smartphone Security,” Multimed. Tools Appl., vol. 77, no. 12, pp. 14579–14603, Jun. 2018.
N. K. A. Wirdiani, P. Hridayami, N. P. A. Widiari, K. D. Rismawan, P. B. Candradinata, and I. P. D. Jayantha, “Face Identification Based on K-Nearest Neighbor,” Sci. J. Informatics, vol. 6, no. 2, pp. 150–159, 2019.
Z.-L. He et al., “A method of green litchi recognition in natural environment based on improved LDA classifier,” Comput. Electron. Agric., vol. 140, pp. 159–167, Aug. 2017.
N. Ani Brown Mary and D. Dharma, “A novel framework for real-time diseased coral reef image classification,” Multimed. Tools Appl., vol. 78, no. 9, pp. 11387–11425, May 2019.
S. B. Setyawan, W. Pribadi, H. Arrosida, and E. P. Nugroho4, “SISTEM DETEKSI PENGENDARA SEPEDA MOTOR TANPA HELM DAN KELEBIHAN PENUMPANG PADA DENGAN MENGGUNAKAN YOLO V3,” in Seminar Nasional Terapan Riset Ino atif (SENT NOV) ke-VII, 2021, pp. 430–438.
DOI: https://doi.org/10.33633/jais.v8i2.7392
Article Metrics
Abstract view : 75 timesPDF - 26 times
Refbacks
- There are currently no refbacks.
Journal of Applied Intelligent System (e-ISSN : 2502-9401, p-ISSN : 2503-0493) is published by Department of Informatics Universitas Dian Nuswantoro Semarang and IndoCEISS.
Journal of Applied Intelligent System indexed by :
This journal is under licensed of Creative Commons Attribution 4.0 International License.