部分标注 - 标签 - Zhaoylee's Blogs https://zhaoylee.github.io/Blogs_lovelt/tags/%E9%83%A8%E5%88%86%E6%A0%87%E6%B3%A8/ 部分标注 - 标签 - Zhaoylee's Blogs Hugo -- gohugo.iozh-CNSun, 15 Mar 2026 19:59:15 +0800 Object-Scene-Camera Decomposition and Recomposition for Data-Efficient Monocular 3D Object Detection https://zhaoylee.github.io/Blogs_lovelt/posts/dr-traversal-m3d--object-scene-camera-decomposition-and-recomposition-for-data-efficient-monocular-3d-object-detection/ Sun, 15 Mar 2026 19:59:15 +0800 zhaoylee https://zhaoylee.github.io/Blogs_lovelt/posts/dr-traversal-m3d--object-scene-camera-decomposition-and-recomposition-for-data-efficient-monocular-3d-object-detection/

🏛️ 会议/期刊：IJCV
📅 发表年份：2026
💻 开源代码：GitHub 链接
📄 论文题目：Object-Scene-Camera Decomposition and Recomposition for Data-Efficient Monocular 3D Object Detection

一、 背景、研究目的与核心问题

  • 研究背景： 单目 3D 目标检测本身是一个病态（ill-posed）问题，由于缺乏深度信息，模型极度依赖海量、多样化的训练数据来学习鲁棒的特征。

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