Delta-encoder: an effective sample synthesis method for few-shot object recognition.
Eli SchwartzLeonid KarlinskyJoseph ShtokSivan HararyMattias MarderAbhishek KumarRogério Schmidt FerisRaja GiryesAlexander M. BronsteinPublished in: NeurIPS (2018)
Keyphrases
- object recognition
- template matching
- high precision
- computer vision
- detection method
- high accuracy
- computational complexity
- test data
- significant improvement
- cost function
- computational cost
- object detection
- dynamic programming
- shot boundary detection
- feature matching
- image matching
- motion estimation
- support vector machine
- data sets
- pairwise
- preprocessing
- video sequences
- objective function
- similarity measure
- neural network