A vague proposal for a CNN plus optical flow tracking method with unverifiable performance claims.
Artistic Neural Style Transfer Algorithms with Activation Smoothing
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abstract
The works of Gatys et al. demonstrated the capability of Convolutional Neural Networks (CNNs) in creating artistic style images. This process of transferring content images in different styles is called Neural Style Transfer (NST). In this paper, we re-implement image-based NST, fast NST, and arbitrary NST. We also explore to utilize ResNet with activation smoothing in NST. Extensive experimental results demonstrate that smoothing transformation can greatly improve the quality of stylization results.
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cs.CV 1years
2024 1verdicts
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Real-time Video Target Tracking Algorithm Utilizing Convolutional Neural Networks (CNN)
A vague proposal for a CNN plus optical flow tracking method with unverifiable performance claims.