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Coherent Online Video Style Transfer [article]

Dongdong Chen and Jing Liao and Lu Yuan and Nenghai Yu and Gang Hua
2017 arXiv   pre-print
We propose the first end-to-end network for online video style transfer, which generates temporally coherent stylized video sequences in near real-time.  ...  Moreover, it can achieve visually comparable coherence to optimization-based video style transfer, but is three orders of magnitudes faster in runtime.  ...  Temporal Coherence in Video Filter Video style transfer can be viewed as applying one kind of artistic filter on videos.  ... 
arXiv:1703.09211v2 fatcat:jjmqeuruenfmhmu55krjcrs7ie

Arbitrary Video Style Transfer via Multi-Channel Correlation

Yingying Deng, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Changsheng Xu
the coherence of input videos to output videos.  ...  Relative to traditional image style transfer, video style transfer presents new challenges, including how to effectively generate satisfactory stylized results for any specified style while maintaining  ...  Coherence Analysis A stable style transfer requires that the output stylized video to be as coherent as the input video.  ... 
doi:10.1609/aaai.v35i2.16208 fatcat:22a55xn2sfaubifutdwv4dbj54

Online Video Stream Abstraction and Stylization

Song-Hai Zhang, Xian-Ying Li, Shi-Min Hu, Ralph R. Martin
2011 IEEE transactions on multimedia  
This paper gives an automatic method for online video stream abstraction, producing a temporally coherent output video stream, in the style with large regions of constant color and highlighted bold edges  ...  Secondly, to achieve coherent and attractive coloring of the output, we use a color scheme replacement algorithm specifically designed for an online video stream.  ...  Thus, we have instead devised a new efficient color replacement method which captures the color style from a given reference video, and applies it with temporal coherence to produce a stylized video stream  ... 
doi:10.1109/tmm.2011.2165052 fatcat:q5gtfqkmhngh3nfoqwj7mp37hy

Arbitrary Video Style Transfer via Multi-Channel Correlation [article]

Yingying Deng, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Changsheng Xu
2021 arXiv   pre-print
maintaining the coherence of input videos.  ...  Video style transfer is getting more attention in AI community for its numerous applications such as augmented reality and animation productions.  ...  Coherence Analysis A stable style transfer requires that the output stylized video to be as coherent as the input video.  ... 
arXiv:2009.08003v2 fatcat:xlb6rhhrwjhv5blr6gjig7zwim

Learning Blind Video Temporal Consistency [article]

Wei-Sheng Lai, Jia-Bin Huang, Oliver Wang, Eli Shechtman, Ersin Yumer, Ming-Hsuan Yang
2018 arXiv   pre-print
We show that our single model can handle multiple and unseen tasks, including but not limited to artistic style transfer, enhancement, colorization, image-to-image translation and intrinsic image decomposition  ...  Our method takes the original unprocessed and per-frame processed videos as inputs to produce a temporally consistent video.  ...  Artistic style transfer. The tasks of image style transfer have been shown to be sensitive to minor changes in content images due to the non-convexity of the Gram matrix matching objective [12] .  ... 
arXiv:1808.00449v1 fatcat:7mfcib6k4zbsxebyhhus7rmn4u

Learning Long-Term Style-Preserving Blind Video Temporal Consistency [article]

Hugo Thimonier, Julien Despois, Robin Kips, Matthieu Perrot
2021 arXiv   pre-print
We propose a postprocessing model, agnostic to the transformation applied to videos (e.g. style transfer, image manipulation using GANs, etc.), in the form of a recurrent neural network.  ...  State-of-the-art post-processing techniques that aim at fostering temporal consistency, generate other temporal artifacts and visually alter the style of videos.  ...  Recent work in the style transfer literature has offered possible solutions to foster style preservation when learning temporal coherence.  ... 
arXiv:2103.07278v1 fatcat:qjyvhhlbvjamjjkp3bfhmy332m

Automatic Non-Linear Video Editing Transfer [article]

Nathan Frey, Peggy Chi, Weilong Yang, Irfan Essa
2021 arXiv   pre-print
By applying a combination of these features, we demonstrate an effective method that automatically transfers the visual and temporal styles from professionally edited videos to unseen raw footage.  ...  We propose an automatic approach that extracts editing styles in a source video and applies the edits to matched footage for video creation.  ...  types, and lighting in an edited video. • An informal evaluation of automatically edited videos with transferred styles.  ... 
arXiv:2105.06988v1 fatcat:iuwfhdur4jeydheuukp5manehq

Multi-style video stylization based on texture advection

Ying Tang, Yan Zhang, XiaoYing Shi, Jing Fan
2015 Science China Information Sciences  
However due to the isotropic texture of single style used to transfer the style, this method generates video stylization of limited styles and can not be extended to generate different multi-style video  ...  To solve this problem, we propose a multi-styled video stylization algorithm based on texture advection, where different artistic styles are synthesized and transferred from user-specified texture samples  ...  Therefore, in this paper the texture synthesis method not only performs style transfer but also guarantee the temporal coherence of stylization.  ... 
doi:10.1007/s11432-014-5255-9 fatcat:o4s2q2ah4jggnhdufqli3l3opq

Page 38 of Library Resources & Technical Services Vol. 39, Issue 1 [page]

1995 Library Resources & Technical Services  
She explains what constitutes a video transfer, and the potential pitfalls involved with purchasing one.  ...  102/ LRTS e 39(1) © Book Reviews covers selection tools (including reviews), selection policies, and technical informa- tion, such as video transfer.  ... 

Occlusion-aware Video Temporal Consistency

Chun-Han Yao, Chia-Yang Chang, Shao-Yi Chien
2017 Proceedings of the 2017 ACM on Multimedia Conference - MM '17  
In addition, we propose a video quality metric to evaluate temporal coherence.  ...  Image color editing techniques such as color transfer, HDR tone mapping, dehazing, and white balance have been widely used and investigated in recent decades.  ...  Style transfer While similar to color grading, style transfer methods focus on matching the detail structures and texture between images. Yao et al.  ... 
doi:10.1145/3123266.3123363 dblp:conf/mm/YaoCC17 fatcat:pgugxfv7cfbffmvleyrzihrgyu

Style-ERD: Responsive and Coherent Online Motion Style Transfer [article]

Tianxin Tao, Xiaohang Zhan, Zhongquan Chen, Michiel van de Panne
2022 arXiv   pre-print
We propose a novel style transfer model, Style-ERD, to stylize motions in an online manner with an Encoder-Recurrent-Decoder structure, along with a novel discriminator that combines feature attention  ...  Motion style transfer is a common method for enriching character animation. Motion style transfer algorithms are often designed for offline settings where motions are processed in segments.  ...  Style-ERD: Responsive and Coherent Online Motion Style Transfer Supplementary Material A.  ... 
arXiv:2203.02574v2 fatcat:u75ufuqkmfhlldjk4bbvboopay

Zero-Shot Style Transfer for Gesture Animation driven by Text and Speech using Adversarial Disentanglement of Multimodal Style Encoding [article]

Mireille Fares, Michele Grimaldi, Catherine Pelachaud, Nicolas Obin
2022 arXiv   pre-print
Our model performs zero shot multimodal style transfer driven by multimodal data from the PATS database containing videos of various speakers.  ...  The third goal is to allow zero shot style transfer of speakers unseen during training without retraining the model.  ...  4 videos 7 RESULTS AND DISCUSSION 7 . 1 71 Objective Evaluation Results (a) style transfer from seen speakers (b) style transfer from unseen speakers Fig. 4 . 4 Fig. 4.  ... 
arXiv:2208.01917v1 fatcat:soeue2wkmrcfnokvak2y6332yq

Comixify: Transform video into a comics [article]

Maciej Pęśko, Adam Svystun, Paweł Andruszkiewicz, Przemysław Rokita, Tomasz Trzciński
2018 arXiv   pre-print
In this paper, we build up on these works and extend the existing set of style transfer use cases with a working application of video comixification.  ...  In the second stage, the style of selected keyframes is transferred into a comics.  ...  For instance Coherent Online Video Style Transfer [40] which describes end-to-end network that generates consistent stylized video sequences in near real time, StyleBank [41] which uses multiple convolution  ... 
arXiv:1812.03473v1 fatcat:whsi2kzia5dhri4kg66nrfszki

The way you use Streaming Video Finding Free of charge Internet streaming Online video

2022 Zenodo  
Each time a online video can be streaming, it can be continuously routed from one supply to a new.  ...  Free buffering video clip is the type of video that is offered constantly to the individual from your source point, and it won't charge the person everything to see the video clip that's loading through  ...  As to places in the world through which videos are shown, there are specific styles with regards to the disposable loading online video, and people seeking certain types typically find appropriate videos  ... 
doi:10.5281/zenodo.6564469 fatcat:b24lewqvenhv7n7ptpberphzdy

Spatiotemporal CNN for Video Object Segmentation [article]

Kai Xu, Longyin Wen, Guorong Li, Liefeng Bo, Qingming Huang
2019 arXiv   pre-print
Specifically, the temporal coherence branch pretrained in an adversarial fashion from unlabeled video data, is designed to capture the dynamic appearance and motion cues of video sequences to guide object  ...  ., the temporal coherence branch and the spatial segmentation branch.  ...  [3] design the one-shot video object segmentation (OSVOS) approach based on a fullyconvolutional neural network to transfer generic semantic information to tackle the video object segmentation task.  ... 
arXiv:1904.02363v1 fatcat:mmzxevx4hrcdzfnllksl6pyrjy
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