Xianxu Hou

According to our database, Xianxu Hou authored at least 58 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Low-Light Enhancement Effect on Classification and Detection: An Empirical Study.

Xu Wu, Zhihui Lai, Jie Zhou, Can Gao, Xianxu Hou, Ya-nan Zhang, Linlin Shen

CoRR, 2024

CodeEnhance: A Codebook-Driven Approach for Low-Light Image Enhancement.

Xu Wu, Xianxu Hou, Zhihui Lai, Jie Zhou, Ya-nan Zhang, Witold Pedrycz, Linlin Shen

CoRR, 2024

FLIP-80M: 80 Million Visual-Linguistic Pairs for Facial Language-Image Pre-Training.

Yudong Li, Xianxu Hou, Dezhi Zheng, Linlin Shen, Zhe Zhao

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

A Dataset and Model for Realistic License Plate Deblurring.

Haoyan Gong, Yuzheng Feng, Zhenrong Zhang, Xianxu Hou, Jingxin Liu, Siqi Huang, Hongbin Liu

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Dynamic Data Sampler for Cross-Language Transfer Learning in Large Language Models.

Yudong Li, Yuhao Feng, Wen Zhou, Zhe Zhao, Linlin Shen, Cheng Hou, Xianxu Hou

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Deep generative image priors for semantic face manipulation.

Xianxu Hou, Linlin Shen, Zhong Ming, Guoping Qiu

Pattern Recognit., July, 2023

Lifelong Age Transformation With a Deep Generative Prior.

Xianxu Hou, Xiaokang Zhang, Hanbang Liang, Linlin Shen, Zhong Ming

IEEE Trans. Multim., 2023

TextFace: Text-to-Style Mapping Based Face Generation and Manipulation.

Xianxu Hou, Xiaokang Zhang, Yudong Li, Linlin Shen

IEEE Trans. Multim., 2023

Learning Adapters for Text-Guided Portrait Stylization with Pretrained Diffusion Models.

Mintu Yang, Xianxu Hou, Hao Li, Linlin Shen, Lixin Fan

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation.

Feilong Tang, Zhongxing Xu, Qiming Huang, Jinfeng Wang, Xianxu Hou, Jionglong Su, Jingxin Liu

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

MaskDiffuse: Text-Guided Face Mask Removal Based on Diffusion Models.

Jingxia Lu, Xianxu Hou, Hao Li, Zhibin Peng, Linlin Shen, Lixin Fan

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Domain Adaptation of Digital Pathology Images using Joint Stain Color and Image Quality Constraints.

Xi Long, Jingxin Liu, Xianxu Hou

Proceedings of the IEEE International Conference on Image Processing, 2023

StyleAU: StyleGAN based Facial Action Unit Manipulation for Expression Editing.

Yanliang Guo, Xianxu Hou, Feng Liu, Linlin Shen, Lei Wang, Zhen Wang, Peng Liu

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

StyleGene: Crossover and Mutation of Region-level Facial Genes for Kinship Face Synthesis.

Hao Li, Xianxu Hou, Zepeng Huang, Linlin Shen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

GuidedStyle: Attribute knowledge guided style manipulation for semantic face editing.

Xianxu Hou, Xiaokang Zhang, Hanbang Liang, Linlin Shen, Zhihui Lai, Jun Wan

Neural Networks, 2022

DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation.

Feilong Tang, Qiming Huang, Jinfeng Wang, Xianxu Hou, Jionglong Su, Jingxin Liu

CoRR, 2022

Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation.

Jinheng Xie, Jianfeng Xiang, Junliang Chen, Xianxu Hou, Xiaodong Zhao, Linlin Shen

CoRR, 2022

Cross Language Image Matching for Weakly Supervised Semantic Segmentation.

Jinheng Xie, Xianxu Hou, Kai Ye, Linlin Shen

CoRR, 2022

FEAT: Face Editing with Attention.

Xianxu Hou, Linlin Shen, Or Patashnik, Daniel Cohen-Or, Hui Huang

CoRR, 2022

Talk2Face: A Unified Sequence-based Framework for Diverse Face Generation and Analysis Tasks.

Yudong Li, Xianxu Hou, Zhe Zhao, Linlin Shen, Xuefeng Yang, Kimmo Yan

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

RamGAN: Region Attentive Morphing GAN for Region-Level Makeup Transfer.

Jianfeng Xiang, Junliang Chen, Wenshuang Liu, Xianxu Hou, Linlin Shen

Proceedings of the Computer Vision - ECCV 2022, 2022

C² AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation.

Jinheng Xie, Jianfeng Xiang, Junliang Chen, Xianxu Hou, Xiaodong Zhao, Linlin Shen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation.

Jinheng Xie, Xianxu Hou, Kai Ye, Linlin Shen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Robust facial landmark detection by cross-order cross-semantic deep network.

Jun Wan, Zhihui Lai, Linlin Shen, Jie Zhou, Can Gao, Gang Xiao, Xianxu Hou

Neural Networks, 2021

Manifold-preserved GANs.

Haozhe Liu, Hanbang Liang, Xianxu Hou, Haoqian Wu, Feng Liu, Linlin Shen

CoRR, 2021

SSFlow: Style-guided Neural Spline Flows for Face Image Manipulation.

Hanbang Liang, Xianxu Hou, Linlin Shen

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

GazeFlow: Gaze Redirection with Normalizing Flows.

Yong Wu, Hanbang Liang, Xianxu Hou, Linlin Shen

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Attention by Selection: A Deep Selective Attention Approach to Breast Cancer Classification.

Bolei Xu, Jingxin Liu, Xianxu Hou, Bozhi Liu, Jon Garibaldi, Ian O. Ellis, Andy Green, Linlin Shen, Guoping Qiu

IEEE Trans. Medical Imaging, 2020

End-to-End Single Image Fog Removal Using Enhanced Cycle Consistent Adversarial Networks.

Wei Liu, Xianxu Hou, Jiang Duan, Guoping Qiu

IEEE Trans. Image Process., 2020

Class-aware domain adaptation for improving adversarial robustness.

Xianxu Hou, Jingxin Liu, Bolei Xu, Xiaolong Wang, Bozhi Liu, Guoping Qiu

Image Vis. Comput., 2020

GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing.

Xianxu Hou, Xiaokang Zhang, Linlin Shen, Zhihui Lai, Jun Wan

CoRR, 2020

VHS to HDTV Video Translation Using Multi-task Adversarial Learning.

Hongming Luo, Guangsen Liao, Xianxu Hou, Bozhi Liu, Fei Zhou, Guoping Qiu

Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

End-to-End Illuminant Estimation Based on Deep Metric Learning.

Bolei Xu, Jingxin Liu, Xianxu Hou, Bozhi Liu, Guoping Qiu

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Deep reinforcement learning-based patch selection for illuminant estimation.

Bolei Xu, Jingxin Liu, Xianxu Hou, Bozhi Liu, Guoping Qiu

Image Vis. Comput., 2019

Improving variational autoencoder with deep feature consistent and generative adversarial training.

Xianxu Hou, Ke Sun, Linlin Shen, Guoping Qiu

Neurocomputing, 2019

Cross Domain Person Re-Identification With Large Scale Attribute Annotated Datasets.

Bolei Xu, Jingxin Liu, Xianxu Hou, Ke Sun, Guoping Qiu

IEEE Access, 2019

Character Prediction in TV Series via a Semantic Projection Network.

Ke Sun, Zhuo Lei, Jiasong Zhu, Xianxu Hou, Bozhi Liu, Guoping Qiu

Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Dual Adaptive Pyramid Network for Cross-Stain Histopathology Image Segmentation.

Xianxu Hou, Jingxin Liu, Bolei Xu, Bozhi Liu, Xin Chen, Mohammad Ilyas, Ian O. Ellis, Jon Garibaldi, Guoping Qiu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Look, Investigate, and Classify: A Deep Hybrid Attention Method for Breast Cancer Classification.

Bolei Xu, Jingxin Liu, Xianxu Hou, Bozhi Liu, Jon Garibaldi, Ian O. Ellis, Andy Green, Linlin Shen, Guoping Qiu

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Bladder Cancer Multi-Class Segmentation in MRI With Pyramid-In-Pyramid Network.

Jingxin Liu, Libo Liu, Bolei Xu, Xianxu Hou, Bozhi Liu, Xin Chen, Linlin Shen, Guoping Qiu

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Learning Deep Image Priors for Blind Image Denoising.

Xianxu Hou, Hongming Luo, Jingxin Liu, Bolei Xu, Ke Sun, Yuanhao Gong, Bozhi Liu, Guoping Qiu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

An investigation of deep learning for image processing applications

Xianxu Hou

PhD thesis, 2018

Urban Traffic Density Estimation Based on Ultrahigh-Resolution UAV Video and Deep Neural Network.

Jiasong Zhu, Ke Sun, Sen Jia, Qingquan Li, Xianxu Hou, Weidong Lin, Bozhi Liu, Guoping Qiu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Bidirectional Long Short-Term Memory Network for Vehicle Behavior Recognition.

Jiasong Zhu, Ke Sun, Sen Jia, Weidong Lin, Xianxu Hou, Bozhi Liu, Guoping Qiu

Remote. Sens., 2018

Object Specific Deep Feature for Face Detection.

Xianxu Hou, Jiasong Zhu, Ke Sun, Linlin Shen, Guoping Qiu

IEICE Trans. Inf. Syst., 2018

Learning Based Image Transformation Using Convolutional Neural Networks.

Xianxu Hou, Yuanhao Gong, Bozhi Liu, Ke Sun, Jingxin Liu, Bolei Xu, Jiang Duan, Guoping Qiu

IEEE Access, 2018

Image Filtering With Generic Geometric Prior.

Yuanhao Gong, Xianxu Hou, Fei Li, Guoping Qiu

IEEE Access, 2018

Direct Application of Convolutional Neural Network Features to Image Quality Assessment.

Xianxu Hou, Ke Sun, Bozhi Liu, Yuanhao Gong, Jonathan M. Garibaldi, Guoping Qiu

Proceedings of the IEEE Visual Communications and Image Processing, 2018

Sub-window Box Filter.

Yuanhao Gong, Bozhi Liu, Xianxu Hou, Guoping Qiu

Proceedings of the IEEE Visual Communications and Image Processing, 2018

Behavior Recognition of Moving Objects Using Deep Neural Networks.

Jiasong Zhu, Weidong Lin, Ke Sun, Xianxu Hou, Bozhi Liu, Guoping Qiu

Proceedings of the 2018 IEEE SmartWorld, 2018

2017

Image Companding and Inverse Halftoning using Deep Convolutional Neural Networks.

Xianxu Hou, Guoping Qiu

CoRR, 2017

Deep Feature Consistent Deep Image Transformations: Downscaling, Decolorization and HDR Tone Mapping.

Xianxu Hou, Jiang Duan, Guoping Qiu

CoRR, 2017

Deep Feature Consistent Variational Autoencoder.

Xianxu Hou, LinLin Shen, Ke Sun, Guoping Qiu

Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Object specific deep feature and its application to face detection.

Xianxu Hou, Jiasong Zhu, Ke Sun, LinLin Shen, Guoping Qiu

Proceedings of the Fifteenth IAPR International Conference on Machine Vision Applications, 2017

Learning deep semantic attributes for user video summarization.

Ke Sun, Jiasong Zhu, Zhuo Lei, Xianxu Hou, Qian Zhang, Jiang Duan, Guoping Qiu

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Deep Feature Similarity for Generative Adversarial Networks.

Xianxu Hou, Ke Sun, Guoping Qiu

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016

Automatic Visual Theme Discovery from Joint Image and Text Corpora.

Ke Sun, Xianxu Hou, Qian Zhang, Guoping Qiu

CoRR, 2016

Object Specific Deep Learning Feature and Its Application to Face Detection.

Xianxu Hou, Ke Sun, Linlin Shen, Guoping Qiu

CoRR, 2016