6 Hits in 2.1 sec

Sketch-Guided Scenery Image Outpainting [article]

Yaxiong Wang, Yunchao Wei, Xueming Qian, Li Zhu, Yi Yang
2021 arXiv   pre-print
In this work, we take the image outpainting one step forward by allowing users to harvest personal custom outpainting results using sketches as the guidance.  ...  To our knowledge, this work is the first attempt to explore the challenging yet meaningful conditional scenery image outpainting.  ...  To address the above raised challenges and facilitate the Sketch-Guided Scenery Image Outpainting (SGSIO), we contribute a robust system with three basic modules, i.e. generator module, holistic alignment  ... 
arXiv:2006.09788v2 fatcat:ug7a6gbztzdilfzjxare72jhey

Table of Contents

2021 2021 IEEE International Conference on Image Processing (ICIP)  
IMAGE OUTPAINTING WITH LEARNABLE IMAGE ...........................................1159 MARGINS Cheng-Yo Tan, Chiao-An Yang, Shang-Fu Chen, National Taiwan University, Taiwan; Meng-Lin Wu, Qualcomm, United  ...  AND VIDEO PROCESSING I TEC-5.1: ROBUST LIGHT FIELD SYNTHESIS FROM STEREO IMAGES WITH ... .... 1849 Daniel Valdez-Balderas, Oleg Muraveynyk, Timothy Smith, Samsung, United Kingdom TEC-5.3: A METHOD FOR  ... 
doi:10.1109/icip42928.2021.9506758 fatcat:5g2bwdt2efafjd2mubhxyv4m4y

A Comprehensive Review of Computer-Aided Diagnosis of Pulmonary Nodules based on Computed Tomography Scans

Wenming Cao, Rui Wu, Guitao Cao, Zhihai He
2020 IEEE Access  
Due to the extensive use of Convolutional Neural Network (CNN)based methods in pulmonary nodule investigations recently, we summarized the advantages of CNNs over traditional image processing methods.  ...  Lung cancer is one of the malignant tumor diseases with the fastest increase in morbidity and mortality, which poses a great threat to human health.  ...  [61] proposed a multi-task 2D CNN with Margin Ranking loss (MTMR-Net) to construct the CADx system for nodule analysis.  ... 
doi:10.1109/access.2020.3018666 fatcat:efatgjz7srg5vjfqrx75ttyzbu

Conditional Image Generation by Conditioning Variational Auto-Encoders [article]

William Harvey, Saeid Naderiparizi, Frank Wood
2022 arXiv   pre-print
We demonstrate our approach on tasks including image inpainting, for which it outperforms state-of-the-art GAN-based approaches at faithfully representing the inherent uncertainty.  ...  From now on, we will use p model and r to refer to any marginals and conditionals of the above joint distributions, with the specific marginal or conditional clear from context.  ...  Painting outside the box: Image outpainting with gans. arXiv preprint arXiv:1808.08483, 2018. Tim Salimans, Ian Goodfellow, Wojciech Zaremba, Vicki Cheung, Alec Radford, Xi Chen, and Xi Chen.  ... 
arXiv:2102.12037v3 fatcat:htr4poykanbx3hpfg72yccibkq

Aligning Latent and Image Spaces to Connect the Unconnectable

Ivan Skorokhodov, Grigorii Sotnikov, Mohamed Elhoseiny
2021 2021 IEEE/CVF International Conference on Computer Vision (ICCV)  
It does so without any conditioning and trains without any supervision from a dataset of unrelated square images.  ...  Figure 1 : Our method can generate infinite images of diverse and complex scenes that transition naturally from one into another.  ...  Image extrapolation. Another close line of research is image extrapolation (or image "outpainting" [72, 67] ), i.e., predicting the surrounding context of an image given only its part.  ... 
doi:10.1109/iccv48922.2021.01388 fatcat:4rqqdajvynf3jcpxq7bkrddplu

Factorized and Controllable Neural Re-Rendering of Outdoor Scene for Photo Extrapolation [article]

Boming Zhao, Bangbang Yang, Zhenyang Li, Zuoyue Li, Guofeng Zhang, Jiashu Zhao, Dawei Yin, Zhaopeng Cui, Hujun Bao
2022 pre-print
We also propose a composited training strategy to tackle the unexpected occlusion in Internet images.  ...  , we propose a novel realism augmentation process to complement appearance details, which automatically propagates the texture details from a narrow captured photo to the extrapolated neural rendered image  ...  Photo extrapolation (a.k.a. image outpainting/expansion) can extend a given image with a narrow FoV to a wide view.  ... 
doi:10.1145/3503161.3548125 arXiv:2207.06899v1 fatcat:5b67x5ltkjgcnfxox3ad75tgbu