A 127 fps in full hd accelerator based on optimized AKAZE with efficiency and effectiveness for image feature extraction

Visual feature extraction is a fundamental technique in vision-based application. This paper proposes an effective and efficient VLSI architecture based on optimized accelerated KAZE (AKAZE) for real-time feature extraction. AKAZE is a new feature detection algorithm with strong robustness for objec...

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Bibliographic Details
Main Authors: Jiang, Guangli, Liu, Leibo, Zhu, Wenping, Yin, Shouyi, Wei, Shaojun
Format: Conference Proceeding
Language:English
Subjects:
Accuracy
Algorithm design and analysis
Computer architecture
Computing methodologies > Artificial intelligence > Computer vision > Computer vision problems
Computing methodologies > Artificial intelligence > Computer vision > Computer vision problems > Interest point and salient region detections
Computing methodologies > Computer graphics > Image manipulation
Computing methodologies > Machine learning > Machine learning algorithms > Feature selection
Feature extraction
Hardware
Pipelines
Throughput
Online Access:Request full text
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