A review of small object detection based on deep learning

2024/02/15 by Wei Wei, Yu Cheng, Jiafeng He +1 · 2 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Industrial Vision Systems and Defect Detection #Video Surveillance and Tracking Methods

paper · doi:10.1007/s00521-024-09422-6

openalex publication_date 2024/02/15 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/30

Citations

• Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
• The Pascal Visual Object Classes (VOC) Challenge
• Generative Adversarial Networks: An Overview
• FoveaBox: Beyound Anchor-Based Object Detection
• EfficientDet: Scalable and Efficient Object Detection
• Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
• YOLOv7: Trainable Bag-of-Freebies Sets New State-of-the-Art for Real-Time Object Detectors

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