NetEase Media Technology Team
Jul 12, 2019 · Artificial Intelligence
Video Highlight Detection and GIF Cover Generation Using 3D Convolutional Scoring
The paper proposes a 3D‑CNN scoring system that ranks short, information‑dense video segments, selects the most exciting one, and converts it into a looping GIF cover, replacing static thumbnails; trained on large video‑GIF datasets with pairwise ranking loss, it improves click‑through rates while reducing bad‑case generation.
3D CNNGIF generationVideo Summarization
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