Real-time object detection and classification for high-speed asymmetric-detection time-stretch optical microscopy on FPGA.
Maolin WangHo-Cheung NgBob M. F. ChungB. Sharat Chandra VarmaManish Kumar JaiswalKevin K. TsiaHo Cheung ShumHayden Kwok-Hay SoPublished in: FPT (2016)
Keyphrases
- high speed
- pattern recognition
- image analysis
- classification accuracy
- machine learning
- pattern classification
- real time
- automatic detection
- classification scheme
- training set
- support vector machine
- automatic classification
- classification algorithm
- false alarms
- low cost
- feature extraction and classification
- decision trees
- neyman pearson
- classification models
- low power
- charge coupled device
- detection rate
- support vector machine svm
- false positives
- image classification
- feature extraction
- neural network
- data acquisition
- class labels
- detection algorithm
- anomaly detection
- model selection
- feature set
- preprocessing
- field programmable gate array
- learning algorithm