Dataset Preparation for Arbitrary Object Detection: An Automatic Approach based on Web Information in English

Author:

Li Shucheng1ORCID,Chang Boyu1ORCID,Yang Bo1ORCID,Wu Hao1ORCID,Zhong Sheng1ORCID,Xu Fengyuan1ORCID

Affiliation:

1. National Key Lab for Novel Software Technology, Nanjing University, Nanjing, China

Funder

National Key R&D Program of China under Grants

Publisher

ACM

Reference43 articles.

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2. Nicolas Carion , Francisco Massa , Gabriel Synnaeve , Nicolas Usunier , Alexander Kirillov , and Sergey Zagoruyko . 2020 . End-to-End Object Detection with Transformers. In Computer Vision - ECCV 2020 - 16th European Conference, Glasgow , UK , August 23-28, 2020, Proceedings, Part I (Lecture Notes in Computer Science , Vol. 12346), Andrea Vedaldi, Horst Bischof, Thomas Brox, and Jan-Michael Frahm (Eds.). Springer, 213-- 229 . https://doi.org/10.1007/978-3-030-58452-8_13 10.1007/978-3-030-58452-8_13 Nicolas Carion, Francisco Massa, Gabriel Synnaeve, Nicolas Usunier, Alexander Kirillov, and Sergey Zagoruyko. 2020. End-to-End Object Detection with Transformers. In Computer Vision - ECCV 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part I (Lecture Notes in Computer Science, Vol. 12346), Andrea Vedaldi, Horst Bischof, Thomas Brox, and Jan-Michael Frahm (Eds.). Springer, 213--229. https://doi.org/10.1007/978-3-030-58452-8_13

3. Xinlei Chen and Abhinav Gupta . 2015 . Webly Supervised Learning of Convolutional Networks. In 2015 IEEE International Conference on Computer Vision, ICCV 2015 , Santiago, Chile , December 7-13, 2015. IEEE Computer Society, 1431--1439. https://doi.org/10.1109/ICCV.2015.168 10.1109/ICCV.2015.168 Xinlei Chen and Abhinav Gupta. 2015. Webly Supervised Learning of Convolutional Networks. In 2015 IEEE International Conference on Computer Vision, ICCV 2015, Santiago, Chile, December 7-13, 2015. IEEE Computer Society, 1431--1439. https://doi.org/10.1109/ICCV.2015.168

4. Global Contrast Based Salient Region Detection

5. ImageNet: A large-scale hierarchical image database

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1. Multi-Label and Evolvable Dataset Preparation for Web-Based Object Detection;ACM Transactions on Knowledge Discovery from Data;2024-09-09

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