National Chengchi University

Ming-Hao Lin

Chin-hsien Wu

Yan-Tsung Peng

Sha-Wo Huang

Chun-Lin Tang

An image quality improvement method and an image processing apparatus using the same are provided. Denoising filtering is performed to an original image by a filter to obtain a preliminary processing image. The preliminary processing image is input to a multi-stage convolutional network model to generate an optimization image through the multi-stage convolutional network model. The multi-stage convolutional network model includes multiple convolutional network sub-models, and these convolutional network sub-models respectively correspond to different network architectures.

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Taipei, Taiwan

Ming-Hao Lin