A hardware implementation of Bag of Words and Simhash for image recognition.
Shengye WangChen LiangXuegong ZhouWei CaoChenlu WuXitian FanLingli WangPublished in: FPT (2013)
Keyphrases
- image recognition
- hardware implementation
- bag of words
- image classification
- visual words
- image representation
- signal processing
- text classification
- efficient implementation
- visual features
- action recognition
- software implementation
- pattern recognition
- document representation
- feature extraction
- n gram
- text documents
- field programmable gate array
- image features
- face recognition
- portuguese language
- image processing algorithms
- textual features
- fpga device
- multi label
- sparse coding
- bag of words models
- fpga technology
- high throughput
- text mining
- spatial pyramid matching
- fisher kernel
- pairwise
- general purpose processors
- image processing