Small Object Detection by DETR via Information Augmentation and Adaptive Feature Fusion

Author:

Huang Ji1ORCID,Li Tianrui2ORCID

Affiliation:

1. School of Computing and Artificial Intelligence, Southwest Jiaotong University, China

2. School of Computing and Artificial Intelligence, Southwest Jiaotong University, China and Engineering Research Center of Sustainable Urban Intelligent Transportation, Ministry of Education, China

Funder

the Fundamental Research Funds for the Central Universities

Publisher

ACM

Reference39 articles.

1. Elad Amrani, Rami Ben-Ari, Inbar Shapira, Tal Hakim, and Alex Bronstein. 2020. Self-supervised object detection and retrieval using unlabeled videos. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops. 954–955.

2. Cascade R-CNN: Delving Into High Quality Object Detection

3. Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov and Sergey Zagoruyko. 2020. End-to-End Object Detection with Transformers. (2020).

4. Enhancing object detection for autonomous driving by optimizing anchor generation and addressing class imbalance

5. Cheng Cui, Ruoyu Guo, Yuning Du, Dongliang He, Fu Li, Zewu Wu, Qiwen Liu, Shilei Wen, Jizhou Huang, Xiaoguang Hu, 2021. Beyond Self-Supervision: A Simple Yet Effective Network Distillation Alternative to Improve Backbones. arXiv preprint arXiv:2103.05959 (2021).

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