SAS-SEINet: A SNR-Aware Adaptive Scalable SEI Neural Network Accelerator Using Algorithm-Hardware Co-Design for High-Accuracy and Power-Efficient UAV Surveillance.
Jiayan GanAng HuZiyi KangZhipeng QuZhanxiang YangRui YangYibing WangHuaizong ShaoJun ZhouPublished in: Sensors (2022)
Keyphrases
- high accuracy
- neural network
- high efficiency
- single pass
- dynamic programming
- np hard
- computational complexity
- learning algorithm
- k means
- preprocessing
- objective function
- optimal solution
- rapid convergence
- search space
- image processing
- parallel implementation
- segmentation algorithm
- computationally efficient
- worst case
- video sequences
- dynamic environments
- particle swarm optimization
- detection algorithm
- signal to noise ratio
- highly efficient
- training algorithm
- motion estimation
- image processing algorithms
- probabilistic model
- memory efficient
- vlsi implementation