[Paper Reading Note]Soft-NMS -- Improving Object Detection With One Line of Code

时间 2021-01-03

标签 Detection 繁體版

原文原文链接

Paper Reading Note URL: https://arxiv.org/pdf/1704.04503 TL;DR NMS是目标检测流程中重要的一部分，但当多个目标的overlap较大时，NMS算法会导致检测结果的丢失，针对这一问题，本论文提出了Soft-NMS算法，该算法不会把与最高分框overlap较大的检测框的score置0，而是使用一个与最高分框overlap的连续函数进行衰减。

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1. Soft-NMS: Improving object detection with one line of code
2. Soft-NMS – Improving Object Detection With One Line of Code
3. 【论文笔记 detection】soft-nms: Improving Object Detection With One Line of Code
4. 论文解读——Improving Object Detection With One Line of Code
5. 目标检测--Improving Object Detection With One Line of Code
6. 目标检测8：Improving Object Detection With One Line of Code
7. [Paper Reading]FCOS: Fully Convolutional One-Stage Object Detection
8. Paper Reading《Relation Networks for Object Detection》
9. One-shot object detection
10. Paper reading :Hierarchical Saliency Detection
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1. Soft-NMS: Improving object detection with one line of code
2. Soft-NMS – Improving Object Detection With One Line of Code
3. 【论文笔记 detection】soft-nms: Improving Object Detection With One Line of Code
4. 论文解读——Improving Object Detection With One Line of Code
5. 目标检测--Improving Object Detection With One Line of Code
6. 目标检测8：Improving Object Detection With One Line of Code
7. [Paper Reading]FCOS: Fully Convolutional One-Stage Object Detection
8. Paper Reading《Relation Networks for Object Detection》
9. One-shot object detection
10. Paper reading :Hierarchical Saliency Detection

>>更多相关文章<<