Enhancing the Energy Efficiency and Robustness of Tinyml Computer Vision Using Coarsely-Quantized Log-Gradient Input Images
ACM Transactions on Embedded Computing Systems（2023）
Key words
Adversarial examples,computer vision pipeline,filter similarity,illumination invariance,image signal processing,log gradients,neural network quantization,quantization threshold search,sensor datasets
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