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Found 10 papers, 2 papers with code
Towards Automated Movie Trailer Generation
Movie trailers are an essential tool for promoting films and attracting audiences.
Scaling Up Video Summarization Pretraining with Large Language Models
Long-form video content constitutes a significant portion of internet traffic, making automated video summarization an essential research problem.
Blurry Video Compression: A Trade-off between Visual Enhancement and Data Compression
Existing video compression (VC) methods primarily aim to reduce the spatial and temporal redundancies between consecutive frames in a video while preserving its quality.
Long-range Multimodal Pretraining for Movie Understanding
While great progress has been attained, there is still a need for a pretrained multimodal model that can perform well in the ever-growing set of movie understanding tasks the community has been establishing.
The Anatomy of Video Editing: A Dataset and Benchmark Suite for AI-Assisted Video Editing
Machine learning is transforming the video editing industry.
Long-term Video Frame Interpolation via Feature Propagation
We argue that when there is a large gap between inputs, instead of estimating imprecise motion that will eventually lead to inaccurate interpolation, we can safely propagate from one side of the input up to a reliable time frame using the other input as a reference.
Restoration of Video Frames from a Single Blurred Image with Motion Understanding
We formulate video restoration from a single blurred image as an inverse problem by setting clean image sequence and their respective motion as latent factors, and the blurred image as an observation.
Optical Flow Estimation from a Single Motion-blurred Image
A flow estimator network is then used to estimate optical flow from the decoded features in a coarse-to-fine manner.
Motion-blurred Video Interpolation and Extrapolation
Abrupt motion of camera or objects in a scene result in a blurry video, and therefore recovering high quality video requires two types of enhancements: visual enhancement and temporal upsampling.
