Improved snow depth estimation on the Tibetan Plateau using AMSR2 and ensemble learning models.
Qingyu GuJiahui XuJingwen NiXiaobao PengHaixi ZhouLinxin DongBailang YuJianping WuZhaojun ZhengYan HuangPublished in: Int. J. Appl. Earth Obs. Geoinformation (2024)
Keyphrases
- learning models
- depth estimation
- learning algorithm
- depth map
- stereo vision
- machine learning
- learning tasks
- stereo matching
- depth information
- semi supervised learning
- machine learning algorithms
- conditional random fields
- classification models
- learning problems
- loss function
- super resolution
- dynamic scenes
- real scenes
- training set
- stereo pair
- three dimensional
- multi view
- feature selection
- scene understanding
- image sequences
- disparity map
- training data
- support vector machine