Search Results for author: Xin Tao

Found 18 papers, 9 papers with code

Particularity beyond Commonality: Unpaired Identity Transfer with Multiple References

no code implementations ECCV 2020 Ruizheng Wu, Xin Tao, Ying-Cong Chen, Xiaoyong Shen, Jiaya Jia

Unpaired image-to-image translation aims to translate images from the source class to target one by providing sufficient data for these classes.

Image-to-Image Translation

Short-term Maintenance Planning of Autonomous Trucks for Minimizing Economic Risk

no code implementations28 May 2021 Xin Tao, Jonas Mårtensson, Håkan Warnquist, Anna Pernestål

We also present a maintenance planning model using a risk-based decision-making method, which identifies the maintenance decision with minimal economic risk of the truck company.

Autonomous Driving Decision Making

MuCAN: Multi-Correspondence Aggregation Network for Video Super-Resolution

1 code implementation ECCV 2020 Wenbo Li, Xin Tao, Taian Guo, Lu Qi, Jiangbo Lu, Jiaya Jia

Motivated by these findings, we propose a temporal multi-correspondence aggregation strategy to leverage similar patches across frames, and a cross-scale nonlocal-correspondence aggregation scheme to explore self-similarity of images across scales.

Optical Flow Estimation Video Super-Resolution

VCNet: A Robust Approach to Blind Image Inpainting

2 code implementations ECCV 2020 Yi Wang, Ying-Cong Chen, Xin Tao, Jiaya Jia

Blind inpainting is a task to automatically complete visual contents without specifying masks for missing areas in an image.

Image Inpainting

Robust Conditional GAN from Uncertainty-Aware Pairwise Comparisons

1 code implementation21 Nov 2019 Ligong Han, Ruijiang Gao, Mun Kim, Xin Tao, Bo Liu, Dimitris Metaxas

Conditional generative adversarial networks have shown exceptional generation performance over the past few years.

Landmark Assisted CycleGAN for Cartoon Face Generation

no code implementations2 Jul 2019 Ruizheng Wu, Xiaodong Gu, Xin Tao, Xiaoyong Shen, Yu-Wing Tai, Jiaya Jia

In this paper, we are interested in generating an cartoon face of a person by using unpaired training data between real faces and cartoon ones.

Face Generation

Attribute-Driven Spontaneous Motion in Unpaired Image Translation

1 code implementation ICCV 2019 Ruizheng Wu, Xin Tao, Xiaodong Gu, Xiaoyong Shen, Jiaya Jia

Current image translation methods, albeit effective to produce high-quality results in various applications, still do not consider much geometric transform.

Motion Estimation

Facelet-Bank for Fast Portrait Manipulation

no code implementations CVPR 2018 Ying-Cong Chen, Huaijia Lin, Michelle Shu, Ruiyu Li, Xin Tao, Yangang Ye, Xiaoyong Shen, Jiaya Jia

Digital face manipulation has become a popular and fascinating way to touch images with the prevalence of smartphones and social networks.

Scale-recurrent Network for Deep Image Deblurring

3 code implementations CVPR 2018 Xin Tao, Hongyun Gao, Yi Wang, Xiaoyong Shen, Jue Wang, Jiaya Jia

In single image deblurring, the "coarse-to-fine" scheme, i. e. gradually restoring the sharp image on different resolutions in a pyramid, is very successful in both traditional optimization-based methods and recent neural-network-based approaches.

Deblurring Image Relighting

Zero-order Reverse Filtering

1 code implementation ICCV 2017 Xin Tao, Chao Zhou, Xiaoyong Shen, Jue Wang, Jiaya Jia

In this paper, we study an unconventional but practically meaningful reversibility problem of commonly used image filters.

High-Quality Correspondence and Segmentation Estimation for Dual-Lens Smart-Phone Portraits

no code implementations ICCV 2017 Xiaoyong Shen, Hongyun Gao, Xin Tao, Chao Zhou, Jiaya Jia

Estimating correspondence between two images and extracting the foreground object are two challenges in computer vision.

Convolutional Neural Pyramid for Image Processing

no code implementations7 Apr 2017 Xiaoyong Shen, Ying-Cong Chen, Xin Tao, Jiaya Jia

We propose a principled convolutional neural pyramid (CNP) framework for general low-level vision and image processing tasks.

Colorization Image Enhancement +1

Video Super-Resolution via Deep Draft-Ensemble Learning

no code implementations ICCV 2015 Renjie Liao, Xin Tao, Ruiyu Li, Ziyang Ma, Jiaya Jia

We propose a new direction for fast video super-resolution (VideoSR) via a SR draft ensemble, which is defined as the set of high-resolution patch candidates before final image deconvolution.

Ensemble Learning Image Deconvolution +1

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