SISTEM ZA REVERZNU PRETRAGU SLIKA
Ključne reči:
Reverse pretraga slika, mašinsko učenje, računarska vizija
Apstrakt
Ovaj rad predlaže alternativni pristup reverznoj pretrazi slika korišćenjem modela mašinskog učenja za izvlačenje tagova i svojstava iz slike. Svođenjem vektorske pretrage na pretragu teksta, predloženi metod povećava efikasnost i tačnost pretrage slika.
Reference
[1] Hu, H., Wang, Y., Yang, L., Komlev, P., Huang, L., Chen, X., Huang, J., Wu, Y., Merchant, M. and Sacheti, A., 2018, July. Web-scale responsive visual search at bing. In Proceedings of the 24th ACM SIGKDD international conference on knowledge discovery & data mining (pp. 359-367).
[2] Al-Lohibi, H., Alkhamisi, T., Assagran, M., Aljohani, A. and Aljahdali, A.O., 2020. Awjedni: a reverse-image-search application. ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal, 9(3), p.49.
[3] Jing, Y., Liu, D., Kislyuk, D., Zhai, A., Xu, J., Donahue, J. and Tavel, S., 2015, August. Visual search at pinterest. In Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (pp. 1889-1898).
[4] Elasticsearch, B.V., 2018. Elasticsearch. software, version, 6(1).
[5] Zhu, X., Lyu, S., Wang, X. and Zhao, Q., 2021. TPH-YOLOv5: Improved YOLOv5 based on transformer prediction head for object detection on drone-captured scenarios. In Proceedings of the IEEE/CVF international conference on computer vision (pp. 2778-2788).
[6] Amato, G., Bolettieri, P., Carrara, F., Falchi, F. and Gennaro, C., 2018, June. Large-scale image retrieval with elasticsearch. In The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval (pp. 925-928).
[7] Yadav, A., Vishwakarma, A., Panickar, S. and Kuchiwale, S., 2020. Real time video to text summarization using neural network. Int. Res. J. Eng. Tech, 7, pp.1828-36.
[2] Al-Lohibi, H., Alkhamisi, T., Assagran, M., Aljohani, A. and Aljahdali, A.O., 2020. Awjedni: a reverse-image-search application. ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal, 9(3), p.49.
[3] Jing, Y., Liu, D., Kislyuk, D., Zhai, A., Xu, J., Donahue, J. and Tavel, S., 2015, August. Visual search at pinterest. In Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (pp. 1889-1898).
[4] Elasticsearch, B.V., 2018. Elasticsearch. software, version, 6(1).
[5] Zhu, X., Lyu, S., Wang, X. and Zhao, Q., 2021. TPH-YOLOv5: Improved YOLOv5 based on transformer prediction head for object detection on drone-captured scenarios. In Proceedings of the IEEE/CVF international conference on computer vision (pp. 2778-2788).
[6] Amato, G., Bolettieri, P., Carrara, F., Falchi, F. and Gennaro, C., 2018, June. Large-scale image retrieval with elasticsearch. In The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval (pp. 925-928).
[7] Yadav, A., Vishwakarma, A., Panickar, S. and Kuchiwale, S., 2020. Real time video to text summarization using neural network. Int. Res. J. Eng. Tech, 7, pp.1828-36.
Objavljeno
2023-12-04
Sekcija
Elektrotehničko i računarsko inženjerstvo
