YWnet: A convolutional block attention-based fusion deep learning method for complex underwater small target detection

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 54.2K citations

Computing, Computer Science, Computer Vision +14

YOLOv4: Optimal Speed and Accuracy of Object Detection

Alexey Bochkovskiy, Chien-Yao Wang, Hong-Yuan Mark Liao · arXiv (Cornell University) · 2020 · 10.4K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

YOLOX: Exceeding YOLO Series in 2021

Zheng Ge, Songtao Liu, Feng Wang et al. · arXiv (Cornell University) · 2021 · 3K citations · Full text

Computing, Computer Engineering, Computer Science +9

Focal and efficient IOU loss for accurate bounding box regression

Yifan Zhang, Weiqiang Ren, Zhang Zhang et al. · Neurocomputing · 2022 · 1.9K citations

Computing, Computer Science, Computational Geometry +14

Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation

Dongwei Ren, Wei Liu, Rongguang Ye et al. · IEEE Transactions on Cybernetics · 2021 · 1.4K citations

Computing, Computer Science, Computer Vision +16