Facial landmark detection by deep multi-task learning
2016-08-22 14:53
405 查看
Main task: facial landmark detection
Auxiliary tasks: head pose estimation, gender classification, age estimation, facial expression recognition, facial attribute inference
Challenges:
1. different output spaces and decision boundaries
2. different learning difficulties
Regression task: least square
classification task : cross-entropy
Auxiliary tasks: head pose estimation, gender classification, age estimation, facial expression recognition, facial attribute inference
Challenges:
1. different output spaces and decision boundaries
2. different learning difficulties
Regression task: least square
classification task : cross-entropy
内容来自用户分享和网络整理，不保证内容的准确性，如有侵权内容，可联系管理员处理 
相关文章推荐
- 多任务学习“Facial Landmark Detection by Deep Multi-task Learning”
- 人脸关键点：TCDCN-Facial Landmark Detection by Deep Multi-task Learning
- 论文《facial landmark detection by deep multi-task learning》读后小记
- Facial Landmark Detection by Deep Multi-task Learning
- 论文复现报告：Deep Region and Multi-label Learning for Facial Action Unit Detection
- Deep Region and Multi-label Learning for Facial Action Unit Detection简要论文笔记
- Facial Landmark Detection(人脸特征点检测)
- Facial Landmark Detection
- 人脸特征点检测（Facial landmark detection）
- 人脸关键点: DCNN-Deep Convolutional Network Cascade for Facial Point Detection
- Saliency Detection by Multi-Context Deep Learning 读后笔记
- Facial Landmark Detection
- 1705.Person Re-Identification by Deep Joint Learning of Multi-Loss Classification 论文阅读笔记
- Saliency Detection by Multi-Task Sparsity Puisuit
- Deep Convolutional Network Cascade for Facial Point Detection实践总结
- 【Person Re-ID】Person Re-Identification by Deep Learning Multi-Scale Representations
- Multi-view Face Detection Using Deep ConvolutionalNeural Networks
- Deep Convolutional Network Cascade for Facial Point Detection
- 【论文笔记】Deep Direct Regression for Multi-Oriented Scene Text Detection
- Deep Convolutional Network Cascade for Facial Point Detection