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Enhancing Video Frame Interpolation With Flow-Guided Deformable Convolution
We introduce a novel approach to video frame interpolation, a key process in video processing. We propose the use of flow-guided deformable convolution as an alternative to traditional warping techniques… [Read More]
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Exploring Discontinuity for Video Frame Interpolation
Video frame interpolation (VFI) is the task that synthesizes the intermediate frame given two consecutive frames. Most of the previous studies have focused on appropriate frame warping operations and refinement… [Read More]
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Block-Attentive Subpixel Prediction Networks for Computationally Efficient Image Restoration
Image restoration based on the Deep Convolutional Neural Network (CNN) based image restoration has demonstrated promising results in many sub-tasks, such as image super-resolution, compression artifacts removal, image denoising, and… [Read More]