Papers Reference-based Super-Resolution
“Reference-based Super-Resolution” 태그가 달린 논문 31편 · 필터 해제
Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-based Super-Resolution
Reference-based super-resolution (RefSR) has made significant progress in producing realistic textures using an external reference (Ref) image. However, existing RefSR methods obtain high-quality correspondence matchings…
Reference-based Super-ResolutionSuper-ResolutionTask Decoupled Framework for Reference-Based Super-Resolution
Reference-based super-resolution(RefSR) has achieved impressive progress on the recovery of high-frequency details thanks to an additional reference high-resolution(HR) image input. Although the superiority compared …
Image Super-ResolutionReference-based Super-ResolutionSuper-ResolutionDual-Camera Super-Resolution with Aligned Attention Modules
We present a novel approach to reference-based super-resolution (RefSR) with the focus on dual-camera super-resolution (DCSR), which utilizes reference images for high-quality and high-fidelity results. Our proposed meth…
Domain AdaptationReference-based Super-ResolutionSuper-ResolutionRobust Reference-based Super-Resolution via C2-Matching
Reference-based Super-Resolution (Ref-SR) has recently emerged as a promising paradigm to enhance a low-resolution (LR) input image by introducing an additional high-resolution (HR) reference image. Existing Ref-SR metho…
Reference-based Super-ResolutionSuper-ResolutionA Frequency Domain Constraint for Synthetic and Real X-ray Image Super Resolution
Synthetic X-ray images are simulated X-ray images projected from CT data. High-quality synthetic X-ray images can facilitate various applications such as surgical image guidance systems and VR training simulations. Howev…
Image Super-ResolutionReference-based Super-ResolutionSuper-ResolutionFeature Representation Matters: End-to-End Learning for Reference-based Image Super-resolution
In this paper, we are aiming for a general reference-based super-resolution setting: it does not require the low-resolution image and the high-resolution reference image to be well aligned or with a similar texture. Inst…
Image GenerationImage Super-ResolutionReference-based Super-ResolutionSuper-ResolutionTowards Content-Independent Multi-Reference Super-Resolution: Adaptive Pattern Matching and Feature Aggregation
Recovering realistic textures from a largely down-sampled low resolution (LR) image with complicated patterns is a challenging problem in image super-resolution. This work investigates a novel multi-reference based super…
Image Super-ResolutionReference-based Super-ResolutionSuper-ResolutionRobust Reference-Based Super-Resolution With Similarity-Aware Deformable Convolution
In this paper, we propose a novel and efficient reference feature extraction module referred to as the Similarity Search and Extraction Network (SSEN) for reference-based super-resolution (RefSR) tasks. The proposed modu…
Image Super-ResolutionOptical Flow EstimationReference-based Super-ResolutionSuper-ResolutionImage Super-Resolution by Neural Texture Transfer
Due to the significant information loss in low-resolution (LR) images, it has become extremely challenging to further advance the state-of-the-art of single image super-resolution (SISR). Reference-based super-resolution…
Image StylizationImage Super-ResolutionReference-based Super-ResolutionSuper-ResolutionCrossNet: An End-to-end Reference-based Super Resolution Network using Cross-scale Warping
The Reference-based Super-resolution (RefSR) super-resolves a low-resolution (LR) image given an external high-resolution (HR) reference image, where the reference image and LR image share similar viewpoint but with sign…
DecoderPatch MatchingReference-based Super-ResolutionSuper-ResolutionReference-Conditioned Super-Resolution by Neural Texture Transfer
With the recent advancement in deep learning, we have witnessed a great progress in single image super-resolution. However, due to the significant information loss of the image downscaling process, it has become extremel…
Image StylizationImage Super-ResolutionReference-based Super-ResolutionSuper-Resolution