PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space論文解讀
PointNet++ 核心問題：點雲的分類/語義分割 1、網絡構成 PointNet提取特徵的方式是對所有點雲數據提取了一個全局的特徵（見上圖），顯然，這和目前流行的CNN逐層提取局部特徵的方式不一樣。受到CNN的啓發，作者提出了PointNet++，它能夠在不同尺度提取局部特徵，通過多層網絡結構得到深層特徵。PointNet++由以下幾個關鍵部分構成： 1.1採樣層（sampling） 激光
相關文章
- 1. 2020.10.20讀 PointNet++： Deep Hierarchical Feature Learning on Point Sets in a Metric Space
- 2. 《PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space》剖析筆記
- 3. 論文閱讀：PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
- 4. [Point Cloud] PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation 論文解讀
- 5. PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation 論文筆記
- 6. 2020.09.27讀 PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
- 7. PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation解析(PointNet模型)
- 8. [論文解讀+復現] PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
- 9. 【論文閱讀筆記】PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
- 10. PointNet Deep Learning on Point Sets for 3D Classification and Segmentation
- 更多相關文章...
- • C# 文本文件的讀寫 - C#教程
- • UDP報文格式詳解 - TCP/IP教程
- • JDK13 GA發佈：5大特性解讀
- • Scala 中文亂碼解決
相關標籤/搜索
每日一句
-
每一个你不满意的现在，都有一个你没有努力的曾经。
歡迎關注本站公眾號,獲取更多信息
相關文章
- 1. 2020.10.20讀 PointNet++： Deep Hierarchical Feature Learning on Point Sets in a Metric Space
- 2. 《PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space》剖析筆記
- 3. 論文閱讀：PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
- 4. [Point Cloud] PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation 論文解讀
- 5. PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation 論文筆記
- 6. 2020.09.27讀 PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
- 7. PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation解析(PointNet模型)
- 8. [論文解讀+復現] PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
- 9. 【論文閱讀筆記】PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
- 10. PointNet Deep Learning on Point Sets for 3D Classification and Segmentation