Minimizing the Effect of Noise and Limited Dataset Size in Image Classification Using Depth Estimation as an Auxiliary Task with Deep Multitask Learning.
Khashayar NamdarPartoo VafaeikiaFarzad KhalvatiPublished in: CoRR (2022)
Keyphrases
- multitask learning
- depth estimation
- image classification
- stereo vision
- depth map
- learning tasks
- multi task
- gaussian processes
- stereo matching
- multi task learning
- dynamic scenes
- feature extraction
- depth information
- super resolution
- semi supervised
- image features
- real scenes
- missing data
- video sequences
- data sets
- motion estimation
- noise level
- labeled data
- disparity map
- scene understanding
- multi view