Paper summary: Sequence to Sequence – Video to Text Background: Generating video description is a challenging task. To train an end-to-end video to text model, a RNN-based approach...
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Paper summary: Sequence to Sequence – Video to Text Background: Generating video description is a challenging task. To train an end-to-end video to text model, a RNN-based approach...
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AMMAI - ADVANCED TOPICS IN MULTIMEDIA ANALYSIS AND INDEXING (高等多媒體資訊分析與檢索)
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922 U3710: AMMAI - ADVANCED TOPICS IN MULTIMEDIA ANALYSIS AND INDEXING. Spring 2016 (14:20 17:20, Thursday, CSIE RM#542). Advanced image features (e.g., local features, shapes, etc.). Advanced topics for large-scale image retrieval. Deep neural networks and its applications in image, text, and speech. Automatic image and video annotation. Automatic visual training data acquisition. Gaining practical experiences through assignments and experiments. Office: R512, CSIE Building). Sagethen -at- gmail.com.
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NTU AMMAI 2016 spring, paper summary. Paper summary week 15. Paper summary: Sequence to Sequence – Video to Text. 8203; . Generating video description is a challenging task. To train an end-to-end video to text model, a RNN-based approach is proposed. 8203; Proposed method:. First, raw RGB frames and optical frames would be fed into a pretrained CNN to obtain feature representations, and thereafter connect to LSTM model to predict text. Paper summary week 14. 8203; Background:. Gaussian mixture m...
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