A 86mW 98GOPS ANN-searching processor for Full-HD 30fps video object recognition with zeroless locality-sensitive hashing.
Gyeonghoon KimJinwook OhHoi-Jun YooPublished in: ESSCIRC (2012)
Keyphrases
- high definition
- locality sensitive hashing
- object recognition
- video coding
- similarity search
- nearest neighbor search
- nearest neighbor
- bit rate
- brute force
- high resolution
- sift features
- multimedia retrieval
- hash functions
- video data
- multimedia
- range queries
- power consumption
- computer vision
- metric space
- video content
- video sequences
- space efficient
- knn
- hamming distance
- multimedia data
- indexing techniques
- neural network
- image features
- feature matching
- image representation
- key frames
- multi dimensional
- motion vectors
- binary codes
- image matching
- image sequences
- image content