图像生成 - arXivDaily 专题

2107.09313 2021-07-21 cs.CV 57%

SynthTIGER: Synthetic Text Image GEneratoR Towards Better Text Recognition Models

Moonbin Yim, Yoonsik Kim, Han-Cheol Cho, Sungrae Park

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Accepted at ICDAR 2021, 16 pages, 6 figures

2107.05491 2021-07-13 eess.IV cs.AI cs.CV 57%

Synthesizing Multi-Tracer PET Images for Alzheimer's Disease Patients using a 3D Unified Anatomy-aware Cyclic Adversarial Network

Bo Zhou, Rui Wang, Ming-Kai Chen, Adam P. Mecca, Ryan S. O'Dell, Christopher H. Van Dyck, Richard E. Carson, James S. Duncan, Chi Liu

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Accepted at MICCAI 2021

2105.10189 2021-07-13 cs.CV 57%

Combining Transformer Generators with Convolutional Discriminators

Ricard Durall, Stanislav Frolov, Jörn Hees, Federico Raue, Franz-Josef Pfreundt, Andreas Dengel, Janis Keupe

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2107.01869 2021-07-06 cs.CV 57%

Towards Better Adversarial Synthesis of Human Images from Text

Rania Briq, Pratika Kochar, Juergen Gall

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2101.08629 2021-07-06 cs.CV 57%

Image-to-Image Translation: Methods and Applications

Yingxue Pang, Jianxin Lin, Tao Qin, Zhibo Chen

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments 24 pages, 21 figures

2106.15345 2021-06-30 cs.CV cs.LG eess.IV 57%

Where is the disease? Semi-supervised pseudo-normality synthesis from an abnormal image

Yuanqi Du, Quan Quan, Hu Han, S. Kevin Zhou

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2106.12499 2021-06-24 cs.CV cs.AI cs.LG cs.NE 57%

Generative Self-training for Cross-domain Unsupervised Tagged-to-Cine MRI Synthesis

Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Reese Timothy, Jerry L. Prince, Georges El Fakhri, Jonghye Woo

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments MICCAI 2021 (early accept <13%)

2106.02531 2021-06-07 cs.CV cs.AI cs.LG stat.ML 57%

CAFLOW: Conditional Autoregressive Flows

Georgios Batzolis, Marcello Carioni, Christian Etmann, Soroosh Afyouni, Zoe Kourtzi, Carola Bibiane Schönlieb

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2105.12479 2021-05-28 cs.CV cs.CR cs.LG 57%

Pattern Detection in the Activation Space for Identifying Synthesized Content

Celia Cintas, Skyler Speakman, Girmaw Abebe Tadesse, Victor Akinwande, Edward McFowland, Komminist Weldemariam

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments The paper is under consideration at Pattern Recognition Letters

2105.10825 2021-05-25 cs.CV 57%

Texture synthesis via projection onto multiscale, multilayer statistics

Jieqian He, Matthew Hirn

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments 14 pages, 16 figures

2004.08614 2021-05-24 cs.CV cs.LG 57%

Halluci-Net: Scene Completion by Exploiting Object Co-occurrence Relationships

Kuldeep Kulkarni, Tejas Gokhale, Rajhans Singh, Pavan Turaga, Aswin Sankaranarayanan

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Accepted to AI for Content Creation Workshop @CVPR 2021

2105.07715 2021-05-18 cs.CV 57%

Cross-Modality Brain Tumor Segmentation via Bidirectional Global-to-Local Unsupervised Domain Adaptation

Kelei He, Wen Ji, Tao Zhou, Zhuoyuan Li, Jing Huo, Xin Zhang, Yang Gao, Dinggang Shen, Bing Zhang, Junfeng Zhang

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2105.05489 2021-05-13 stat.ML cs.CV cs.LG stat.CO 57%

Multiscale Invertible Generative Networks for High-Dimensional Bayesian Inference

Shumao Zhang, Pengchuan Zhang, Thomas Y. Hou

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2008.03529 2021-05-11 cs.CV cs.LG eess.IV stat.ML 57%

Multimodal Image-to-Image Translation via Mutual Information Estimation and Maximization

Zhiwen Zuo, Lei Zhao, Zhizhong Wang, Haibo Chen, Ailin Li, Qijiang Xu, Wei Xing, Dongming Lu

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2103.10738 2021-04-27 cs.CV 57%

Carton dataset synthesis method for domain shift based on foreground texture decoupling and replacement

Lijun Gou, Shengkai Wu, Jinrong Yang, Hangcheng Yu, Chenxi Lin, Xiaoping Li, Chao Deng

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2103.09876 2021-04-19 cs.LG cs.CV cs.DC 57%

Bias-Free FedGAN: A Federated Approach to Generate Bias-Free Datasets

Vaikkunth Mugunthan, Vignesh Gokul, Lalana Kagal, Shlomo Dubnov

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2104.07526 2021-04-16 cs.GR 57%

Rendering Point Clouds with Compute Shaders and Vertex Order Optimization

Markus Schütz, Bernhard Kerbl, Michael Wimmer

专题命中文生图：image synthesis(abstract)；分类 cs.GR

Comments 13 pages content, 5 pages appendix

2103.08849 2021-04-16 cs.CV cs.CL 57%

Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models

Po-Yao Huang, Mandela Patrick, Junjie Hu, Graham Neubig, Florian Metze, Alexander Hauptmann

专题命中文生图：text-to-image(abstract)；分类 cs.CV

Comments accepted by NAACL 2021

2104.04013 2021-04-15 cs.CV cs.AI cs.LG 57%

Re-designing cities with conditional adversarial networks

Mohamed R. Ibrahim, James Haworth, Nicola Christie

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2103.06818 2021-03-12 cs.CV 57%

Coming Down to Earth: Satellite-to-Street View Synthesis for Geo-Localization

Aysim Toker, Qunjie Zhou, Maxim Maximov, Laura Leal-Taixé

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2101.09864 2021-01-26 eess.IV cs.CV cs.LG 57%

Applications of Deep Learning in Fundus Images: A Review

Tao Li, Wang Bo, Chunyu Hu, Hong Kang, Hanruo Liu, Kai Wang, Huazhu Fu

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Journal ref Medical Image Analysis 2021

2004.02222 2021-01-07 cs.CV 57%

Structural-analogy from a Single Image Pair

Sagie Benaim, Ron Mokady, Amit Bermano, Daniel Cohen-Or, Lior Wolf

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Published in 'Computer Graphics Forum'

2005.13192 2020-12-24 cs.CV 57%

TIME: Text and Image Mutual-Translation Adversarial Networks

Bingchen Liu, Kunpeng Song, Yizhe Zhu, Gerard de Melo, Ahmed Elgammal

专题命中文生图：text-to-image(abstract)；分类 cs.CV

Comments AAAI-2021

1907.06007 2020-12-24 cs.CV 57%

SynthText3D: Synthesizing Scene Text Images from 3D Virtual Worlds

Minghui Liao, Boyu Song, Shangbang Long, Minghang He, Cong Yao, Xiang Bai

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Accepted by SCIS

2012.04268 2020-12-10 cs.CV 57%

UnrealPerson: An Adaptive Pipeline towards Costless Person Re-identification

Tianyu Zhang, Lingxi Xie, Longhui Wei, Zijie Zhuang, Yongfei Zhang, Bo Li, Qi Tian

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments 10 pages, 5 figure

2012.01777 2020-12-04 eess.IV cs.CV 57%

Flow-based Deformation Guidance for Unpaired Multi-Contrast MRI Image-to-Image Translation

Toan Duc Bui, Manh Nguyen, Ngan Le, Khoa Luu

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Medical Image Computing and Computer Assisted Interventions

2012.00287 2020-12-02 cs.CV eess.IV 57%

CycleGAN without checkerboard artifacts for counter-forensics of fake-image detection

Takayuki Osakabe, Miki Tanaka, Yuma Kinoshita, Hitoshi Kiya

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2011.10063 2020-11-23 cs.CV 57%

Dual Contradistinctive Generative Autoencoder

Gaurav Parmar, Dacheng Li, Kwonjoon Lee, Zhuowen Tu

专题命中文生图：image synthesis(abstract)；分类 cs.CV

2011.05719 2020-11-12 cs.CV 57%

Learning from THEODORE: A Synthetic Omnidirectional Top-View Indoor Dataset for Deep Transfer Learning

Tobias Scheck, Roman Seidel, Gangolf Hirtz

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments Paper accepted in WACV 2020

2011.05421 2020-11-12 cs.CV cs.LG 57%

Using GANs to Synthesise Minimum Training Data for Deepfake Generation

Simranjeet Singh, Rajneesh Sharma, Alan F. Smeaton

专题命中文生图：image synthesis(abstract)；分类 cs.CV

Comments 13 pages, 6 figures, 2 tables, appears in Proceedings of 28th Irish Conference on Artificial Intelligence and Cognitive Science AICS2020, December 2020

1. 文生图 3486 篇

SynthTIGER: Synthetic Text Image GEneratoR Towards Better Text Recognition Models

Synthesizing Multi-Tracer PET Images for Alzheimer's Disease Patients using a 3D Unified Anatomy-aware Cyclic Adversarial Network

Combining Transformer Generators with Convolutional Discriminators

Towards Better Adversarial Synthesis of Human Images from Text

Image-to-Image Translation: Methods and Applications

Where is the disease? Semi-supervised pseudo-normality synthesis from an abnormal image

Generative Self-training for Cross-domain Unsupervised Tagged-to-Cine MRI Synthesis

CAFLOW: Conditional Autoregressive Flows

Pattern Detection in the Activation Space for Identifying Synthesized Content

Texture synthesis via projection onto multiscale, multilayer statistics

Halluci-Net: Scene Completion by Exploiting Object Co-occurrence Relationships

Cross-Modality Brain Tumor Segmentation via Bidirectional Global-to-Local Unsupervised Domain Adaptation

Multiscale Invertible Generative Networks for High-Dimensional Bayesian Inference

Multimodal Image-to-Image Translation via Mutual Information Estimation and Maximization

Carton dataset synthesis method for domain shift based on foreground texture decoupling and replacement

Bias-Free FedGAN: A Federated Approach to Generate Bias-Free Datasets

Rendering Point Clouds with Compute Shaders and Vertex Order Optimization

Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models

Re-designing cities with conditional adversarial networks

Coming Down to Earth: Satellite-to-Street View Synthesis for Geo-Localization

Applications of Deep Learning in Fundus Images: A Review

Structural-analogy from a Single Image Pair

TIME: Text and Image Mutual-Translation Adversarial Networks

SynthText3D: Synthesizing Scene Text Images from 3D Virtual Worlds

UnrealPerson: An Adaptive Pipeline towards Costless Person Re-identification

Flow-based Deformation Guidance for Unpaired Multi-Contrast MRI Image-to-Image Translation

CycleGAN without checkerboard artifacts for counter-forensics of fake-image detection

Dual Contradistinctive Generative Autoencoder

Learning from THEODORE: A Synthetic Omnidirectional Top-View Indoor Dataset for Deep Transfer Learning

Using GANs to Synthesise Minimum Training Data for Deepfake Generation