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Latent-Guided Exemplar-Based Image Re-Colorization
2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
Year: 2024 | Conference Paper |
Exemplar-based re-colorization transfers colors from a reference to a colored or grayscale source image, accounting for the semantic correspondences between the two. Existing grayscale colorization methods usually predict only the chromatic aberration while maintaining the source’s luminance. Consequently, the result’s color may diverge from the reference due to such luminance difference. On the o...Show More
Content-Aware Image Color Editing with Auxiliary Color Restoration Tasks
Yixuan Ren;Jing Shi;Zhifei Zhang;Yifei Fan;Zhe Lin;Bo He;Abhinav Shrivastava
2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
Year: 2024 | Conference Paper |
Diversified image color editing is typically modeled as a multimodal image-to-image translation (MMI2IT) problem with an impact on multiple applications such as photo enhancement and retouching. Although previous GAN-based algorithms successfully generate diverse edits with clear control, we observe two issues remaining: Firstly, they tend to apply the same color style to all kinds of input images...Show More
Interactive Segmentation for Diverse Gesture Types Without Context
Josh Myers-Dean;Yifei Fan;Brian Price;Wilson Chan;Danna Gurari
2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
Year: 2024 | Conference Paper |
Cited by: Papers (1)
Interactive segmentation entails a human marking an image to guide how a model either creates or edits a segmentation. Our work addresses limitations of existing methods: they either only support one gesture type for marking an image (e.g., either clicks or scribbles) or require knowledge of the gesture type being employed, and require specifying whether marked regions should be included versus ex...Show More
Layered Depth Refinement with Mask Guidance
Soo Ye Kim;Jianming Zhang;Simon Niklaus;Yifei Fan;Simon Chen;Zhe Lin;Munchurl Kim
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Year: 2022 | Conference Paper |
Cited by: Papers (5)
Depth maps are used in a wide range of applications from 3D rendering to 2D image effects such as Bokeh. However, those predicted by single image depth estimation (SIDE) models often fail to capture isolated holes in objects and/or have inaccurate boundary regions. Meanwhile, high-quality masks are much easier to obtain, using commercial auto-masking tools or off-the-shelf methods of segmentation ...Show More
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