Learning Scribbles for Dense Depth: Weakly Supervised Single Underwater Image Depth Estimation Boosted by Multitask Learning.
Kunqian LiXiya WangWenjie LiuQi QiGuojia HouZhiguo ZhangKun SunPublished in: IEEE Trans. Geosci. Remote. Sens. (2024)
Keyphrases
- weakly supervised
- image features
- input image
- prior knowledge
- multiscale
- learning tasks
- topic models
- learning process
- image segmentation
- reinforcement learning
- high resolution
- ground truth
- segmentation method
- single image
- segmentation algorithm
- stereo vision
- multi task
- superpixels
- computer vision
- image retrieval
- similarity measure
- learning algorithm
- depth map
- unsupervised learning
- supervised learning
- object detection
- data sets
- active learning