/Small-Object-Detection-Paper-List

Small/Tiny Object Detection Paper List

Small-Object-Detection-Paper-List

Small/Tiny Object Detection Paper List

NOTE: If I missed your paper, plese feel free to raise an issue.

2023

Title Publication PDF CODE
Towards large-scale small object detection: Survey and benchmarks TPAMI Paper -
Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art arXiv Paper -
Dynamic Coarse-to-Fine Learning for Oriented Tiny Object Detection CVPR Paper Code
TinyDet: Accurate Small Object Detection in Lightweight Generic Detectors arXiv Paper -
ssFPN: Scale Sequence (S^2) Feature-Based Feature Pyramid Network for Object Detection Sensors Paper Code

2022

Title Publication PDF CODE
QueryDet: Cascaded sparse query for accelerating high-resolution small object detection CVPR Paper Code
Interactive Multi-Class Tiny-Object Detection CVPR Paper Code
Oriented reppoints for aerial object detection CVPR Paper Code
Shape-Adaptive Selection and Measurement for Oriented Object Detection AAAI Paper -
RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object Detection ECCV Paper Code

2021

Title Publication PDF CODE
Extended Feature Pyramid Network for Small Object Detection TMM Paper -
Oriented R-CNN for Object Detection ICCV Paper Code
Redet: A rotation-equivariant detector for aerial object detection CVPR Paper Code
Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss ICML Paper Code
Align Deep Features for Oriented Object Detection TGRS Paper -
Effective fusion factor in FPN for tiny object detection WACV Paper -