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Zhijiang Zhang

4 accepted papers

2025

Making Old Film Great Again: Degradation-aware State Space Model for Old Film Restoration

CVPR 2025poster

Unlike modern native digital videos, the restoration of old films requires addressing specific degradations inherent to analog sources. However, existing specialized methods still fall short compared to general video restoration techniques. In this work, we propose a new baseline to re-examine the c…

2016

Object Skeleton Extraction in Natural Images by Fusing Scale-Associated Deep Side Outputs

CVPR 2016poster

Object skeleton is a useful cue for object detection, complementary to the object contour, as it provides a structural representation to describe the relationship among object parts. While object skeleton extraction in natural images is a very challenging problem, as it requires the extractor to be…

Cited by 133PDFScholar
2015

DeepContour: A Deep Convolutional Feature Learned by Positive-Sharing Loss for Contour Detection

CVPR 2015poster

Contour detection serves as the basis of a variety of computer vision tasks such as image segmentation and object recognition. The mainstream works to address this problem focus on designing engineered gradient features. In this work, we show that contour detection accuracy can be improved by instea…

Cited by 723SourcePDFScholar