DeFLOCNet: Deep Image Editing via Flexible Low-Level Controls
Hongyu Liu, Ziyu Wan, Wei Huang, Yibing Song, Xintong Han, Jing Liao, Bin Jiang, Wei Liu
摘要
Input (b) Ours (c) Input (d) Ours (e) Input (f) Ours (g) Original Figure 1. Diversified image editing results under free-form input configurations. There is a face or a natural image with arbitrary hole regions. Without any user inputs shown in (a), our DeFLOCNet automatically fills hole regions shown in (b), which is the same as the image inpainting scenario. Given additional low-level controls (e.g., coarse sketch lines in (c), both lines and colors in (e)), our DeFLOCNet injects these controls directly into structure generation blocks for both user-intended and visually pleasant content creations in (d) and (f).
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引用它的顶会 Paper12
- SDEdit: Guided Image Synthesis and Editing with Stochastic Differential EquationsChenlin Meng, Yutong He, Yang Song, Jiaming Song 等ICLR 2022 · 被引用 2,128 次
- Few-shot Image Generation via Adaptation-Aware Kernel ModulationYunqing Zhao, Keshigeyan Chandrasegaran, Milad Abdollahzadeh, Ngai-Man CheungNeurIPS 2022 · 被引用 55 次
- SketchEdit: Mask-Free Local Image Manipulation with Partial SketchesYu Zeng, Zhe Lin, Vishal M. PatelCVPR 2022 · 被引用 50 次
- EasyCreator: Empowering 4D Creation through Video InpaintingYue Ma, Kunyu Feng, Xinhua Zhang, Hongyu Liu 等ICLR 2026 · 被引用 47 次
- One Model to Edit Them All: Free-Form Text-Driven Image Manipulation with Semantic ModulationsYiming Zhu, Hongyu Liu, Yibing Song, Ziyang Yuan 等NeurIPS 2022 · 被引用 44 次
它引用的顶会 Paper6
- Free-Form Image Inpainting With Gated ConvolutionJiahui Yu, Zhe Lin, Jimei Yang, Xiaohui Shen 等ICCV 2019 · 被引用 1,990 次
- Coherent Semantic Attention for Image InpaintingHongyu Liu, Bin Jiang, Yi Xiao, Chao YangICCV 2019 · 被引用 395 次
- SC-FEGAN: Face Editing Generative Adversarial Network With User's Sketch and ColorYoungjoo Jo, Jongyoul ParkICCV 2019 · 被引用 325 次
- Fashion Editing With Adversarial Parsing LearningHaoye Dong, Xiaodan Liang, Yixuan Zhang, Xujie Zhang 等CVPR 2020
- MaskGAN: Towards Diverse and Interactive Facial Image ManipulationCheng-Han Lee, Ziwei Liu, Lingyun Wu, Ping LuoCVPR 2020
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