REVERSE IMAGE SEARCH SYSTEM
DOI:
https://doi.org/10.24867/25BE17MrsuljaKeywords:
Reverse image search, machine learning, computer visionAbstract
This paper proposes an alternative approach to reverse image search by leveraging machine learning models to extract tags and features from an image. By reducing vector image search to a full-text search, the proposed method improves the efficiency and accuracy of image retrieval.
References
[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.
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Published
2023-12-04
Issue
Section
Electrotechnical and Computer Engineering
