The proposed sentiment transfer algorithm can transfer the sentiment of images while ensuring the content structure of the input image is intact . It outperforms existing artistic and photorealistic style transfer algorithms in making reliable sentiment transfer results with rich and exact details . We propose a global sentiment transfer step, which employs an optimization algorithm to iteratively transfer sentiment of . images based on feature maps produced by the Densenet121 architecture . The proposed image retrieval algorithm is based on the SSIM index . The retrieved reference images by the proposed algorithm are more content-related against the algorithm based on . the perceptual loss . Therefore can lead to a better image sentiment transfer result. The proposed . sentiment transfer framework outperforms . existing artistic . and photrealistic style transfers algorithms in . making reliable sentiments transfer results . with rich, exact details. The . proposed sentiment .

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Keywords : transfer - sentiment - algorithm - proposed - image -

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