CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd Counting

时间 2020-12-29

标签人群密度繁體版

原文原文链接

论文地址：https://arxiv.org/pdf/1707.09605.pdf 代码地址：https://github.com/svishwa/crowdcount-cascaded-mtl Abstract 提出了一种新的端对端的级联神经网络同时学习人群数量分类以及密度图估计；将人群数量分成不同的组别等价于粗略地对人群数目进行估计，之后其可以作为一个高水平的先验信息加入到密度图估计的神

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1. 人群分析--Beyond Counting: Comparisons of Density Maps for Crowd Analysis Tasks
2. 论文解读《Density-Aware Multi-Task Learning for Crowd Counting》IEEE Transactions on MultiMedia2020
3. Segmentation Guided Attention Network for Crowd Counting via Curriculum Learning
4. 人群计数：SFCN--Learning from Synthetic Data for Crowd Counting in the Wild
5. Geometric and Physical Constraints for Head Plane Crowd Density Estimation in Videos
6. 论文《ResnetCrowd: A Residual Deep Learning Architecture for Crowd Counting, Violent Behaviour Detecti》
7. [论文笔记 CVPR2020]Attention Scaling for Crowd Counting
8. Crowd Counting（人群计数）
9. 人群计数论文笔记之Density-Aware Multi-Task Learning for Crowd Counting
10. 论文解读《Almost Unsupervised Learning for Dense Crowd Counting》AAAI2019
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1. 人群分析--Beyond Counting: Comparisons of Density Maps for Crowd Analysis Tasks
2. 论文解读《Density-Aware Multi-Task Learning for Crowd Counting》IEEE Transactions on MultiMedia2020
3. Segmentation Guided Attention Network for Crowd Counting via Curriculum Learning
4. 人群计数：SFCN--Learning from Synthetic Data for Crowd Counting in the Wild
5. Geometric and Physical Constraints for Head Plane Crowd Density Estimation in Videos
6. 论文《ResnetCrowd: A Residual Deep Learning Architecture for Crowd Counting, Violent Behaviour Detecti》
7. [论文笔记 CVPR2020]Attention Scaling for Crowd Counting
8. Crowd Counting（人群计数）
9. 人群计数论文笔记之Density-Aware Multi-Task Learning for Crowd Counting
10. 论文解读《Almost Unsupervised Learning for Dense Crowd Counting》AAAI2019

>>更多相关文章<<