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SketchKeyAnime: Reference-anchored Sparse Key-Sketch Animation Synthesis
Meixi Li, Xianlin Zhang, Yue Zhang +1
Traditional animation production relies heavily on manual drawing and iterative refinement, particularly for key-pose design, in-betweening, and character coloring. While existing…
LASA: A Weak Supervision Method for Open-Vocabulary Scene Sketch Semantic Segmentation
Liwen Yi, Xianlin Zhang, Yue Zhang +2
Open-vocabulary scene sketch semantic segmentation aims to assign dense semantic labels to sparse line drawings based on flexible category vocabularies specified at inference time,…
TimeWeaver: Age-Consistent Reference-Based Face Restoration with Identity Preservation
Teer Song, Yue Zhang, Yu Tian +6
Recent progress in face restoration has shifted from visual fidelity to identity fidelity, driving a transition from reference-free to reference-based paradigms that condition rest…
Temporal Consistent Automatic Video Colorization via Semantic Correspondence
Yu Zhang, Siqi Chen, Mingdao Wang +4
Video colorization task has recently attracted wide attention. Recent methods mainly work on the temporal consistency in adjacent frames or frames with small interval. However, it…
SPColor: Semantic Prior Guided Exemplar-based Image Colorization
Siqi Chen, Xueming Li, Xianlin Zhang +3
Exemplar-based image colorization aims to colorize a target grayscale image based on a color reference image, and the key is to establish accurate pixel-level semantic corresponden…
Exemplar-based Video Colorization with Long-term Spatiotemporal Dependency
Siqi Chen, Xueming Li, Xianlin Zhang +4
Exemplar-based video colorization is an essential technique for applications like old movie restoration. Although recent methods perform well in still scenes or scenes with regular…