Publications

(* corresponding author)

Journal

  • Wenhan Yang, Robby T. Tan, Jiashi Feng, Zongming Guo, Shuicheng Yan, and Jiaying Liu. "Joint Rain Detection and Removal from a Single Image with Contextualized Deep Networks", Accepted by IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), January 2019. [pdf]
  • Wenhan Yang, Jiaying Liu, Shuai Yang, and Zongming Guo. "Scale-Free Single Image Deraining via Visibility-Enhanced Recurrent Wavelet Learning", IEEE Trans. on Image Processing (TIP), Vol.28, No.6, pp.2948-2961, June 2019. [pdf]
  • Wenhan Yang, Jiashi Feng, Jianchao Yang, Fang Zhao, Jiaying Liu, Zongming Guo, and Shuicheng Yan. "Deep Edge Guided Recurrent Residual Learning for Image Super-Resolution", IEEE Trans. on Image Processing (TIP), Vol.26, No.12, pp.5895-5907, Dec. 2017. [pdf]
  • Wenhan Yang, Sifeng Xia, Jiaying Liu, and Zongming Guo. "Reference Guided Deep Super-Resolution via Manifold Localized External Compensation", IEEE Trans. on Circuit System for Video Technology (TCSVT), Vol.29, No.5, pp.1270-1283, May 2019. [pdf]
  • Wenhan Yang, Jiaying Liu, Mading Li, and Zongming Guo. "Isophote-Constrained Autoregressive Model with Adaptive Window Extension for Image Interpolation", IEEE Trans. on Circuit System for Video Technology (TCSVT), Vol.28, No.5, pp.1071-1086, May 2018. [pdf]
  • Wenhan Yang, Jiashi Feng, Guosen Xie, Jiaying Liu, Zongming Guo, and Shuicheng Yan. "Video Super-Resolution Based on Spatial-Temporal Recurrent Residual Networks", Computer Vision and Image Understanding (CVIU), Vol.168, pp.79-92, March. 2018. [pdf]
  • Wenhan Yang, Jiaying Liu, Sifeng Xia, and Zongming Guo. "Data-Driven External Compensation Guided Deep Networks for Image Super-Resolution", Ruan Jian Xue Bao/Journal of Software, Vol.29, No.4, pp.900-913, April 2018. [pdf]
  • Jiaying Liu, Wenhan Yang*, Shuai Yang, and Zongming Guo. "D3R-Net: Dynamic Routing Residue Recurrent Network for Video Rain Removal", IEEE Trans. on Image Processing (TIP), Vol.28, No.2, pp.699-712, Feb. 2019. [pdf]
  • Jiaying Liu, Sifeng Xia, Wenhan Yang*, Mading Li, and Dong Liu. "One-for-All: Grouped Variation Network Based Fractional Interpolation in Video Coding", IEEE Trans. on Image Processing (TIP), Vol.28, No.5, pp.2140-2151, May 2019. [pdf]
  • Yueyu Hu, Wenhan Yang, Mading Li, and Jiaying Liu. "Progressive Spatial Recurrent Neural Network for Intra Prediction", Accepted by IEEE Trans. on Multimedia (TMM), May 2019.
  • Jiaying Liu, Wenhan Yang, Xinfeng Zhang, and Zongming Guo. "Retrieval Compensated Group Structured Sparsity for Image Super-Resolution", IEEE Trans. on Multimedia (TMM), Vol.19, No.2, pp.302-216, Feb. 2017. [pdf]
  • Jiaying Liu, Wenhan Yang, Xiaoyan Sun, and Wenjun Zeng. "Photo Stylistic Brush: Robust Style Transfer via Superpixel-Based Bipartite Graph", IEEE Trans. on Multimedia (TMM), Vol.20, No.7, pp.1724-1737, July 2018. [pdf]
  • Yongqin Zhang, Jiaying Liu, Wenhan Yang and Zongming Guo. "Image Super-Resolution Based on Structure-Modulated Sparse Representation", IEEE Transactions on Image Processing (TIP), Vol.24, No.9, pp.2797-2810, May 2015. [pdf]
  • Shuai Yang, Jiaying Liu, Wenhan Yang, and Zongming Guo. "Context-Aware Text-Based Binary Image Stylization and Synthesis", IEEE Trans. on Image Processing (TIP), Vol.28, No.2, pp.952-964, Feb. 2019. [pdf]
  • Mading Li, Jiaying Liu, Wenhan Yang, Xiaoyan Sun, and Zongming Guo. "Structure-Revealing Low-Light Image Enhancement via Robust Retinex Model", IEEE Trans. on Image Processing (TIP), Vol.27, No.6, pp.2828-2941, June. 2018. [pdf]
  • Fang Zhao, Jiashi Feng, Jian Zhao, Wenhan Yang, and Shuicheng Yan. "Robust LSTM-Autoencoders for Face De-Occlusion in the Wild", IEEE Trans. on Image Processing (TIP), Vol.27, No.2, pp.778-790, Feb. 2018. [pdf]
  • Guo-Sen Xie, Xu-Yao Zhang, Wenhan Yang, Mingliang Xu, Shuicheng Yan, and Cheng-Lin Liu. "LG-CNN: From local parts to global discrimination for fine-grained recognition", Pattern Recognition (PR), Vol.71, pp.118–131, Nov. 2017. [pdf]

Conference

  • Wenhan Yang, Jiaying Liu, Jiashi Feng. "Frame-Consistent Recurrent Video Deraining with Dual-Level Flow", Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, U.S., June 2019. [pdf]
  • Wenhan Yang, Robby T. Tan, Jiashi Feng, Jiaying Liu, Zongming Guo, and Shuicheng Yan. "Joint Rain Detection and Removal from a Single Image", Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, Hawaii, U.S., Jul. 2017. [pdf]
  • Wenhan Yang*, Shihong Deng*, Yueyu Hu, Junliang Xing, and Jiaying Liu. "Real-Time Deep Video SpaTial Resolution UpConversion SysTem (STRUCT++ Demo)", Proc. of ACM Multimedia (ACM MM) Demo, Silicon Valley, California, U.S., Oct. 2017. (*Equal contribution) [pdf]
  • Wenhan Yang, Jiaying Liu, Sifeng Xia, and Zongming Guo. "Variation Learning Guided Convolutional Network for Image Interpolation", Proc. of IEEE International Conference on Image Processing (ICIP), Beijing, China, September 2017. [pdf]
  • Wenhan Yang, Jiaying Liu, Saboya Yang and Zongming Guo. "Image Super-Resolution via Nonlocal Similarity and Group Structured Sparse Representation", Proc. of IEEE Visual Communications and Image Processing (VCIP), Singapore, Singapore, Dec. 2015. [pdf]
  • Wenhan Yang, Jiaying Liu, Shuai Yang, Zongming Guo, "Novel Autoregressive Model Based on Adaptive Window-Extension and Patch-Geodesic Distance for Image Interpolation", Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brisbane, Australia, Apr. 2015. [pdf]
  • Wenhan Yang, Jiaying Liu, Mading Li and Zongming Guo. "General Scale Interpolation Based on Fine-Grained Isophote Model With Consistency Constraint". Proc. of IEEE International Conference on Image Processing (ICIP), Paris, France, Oct. 2014. [pdf]
  • Wenhan Yang, Jiaying Liu and, Zongming Guo. "Spatial-Temporal Recurrent Residual Networks for Video Super-Resolution", Proc. of International Forum of Digital TV and Wireless Multimedia Communication (IFTC), Shanghai, China, Nov. 2017. [pdf]
  • Jiaying Liu, Wenhan Yang*, Shuai Yang, Zongming Guo. "Erase or Fill? Deep Joint Recurrent Rain Removal and Reconstruction in Videos", Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, U.S., June 2018. [pdf]
  • Rui Qian, Robby Tan, Wenhan Yang, Jiajun Su, and Jiaying Liu. "Attentive Generative Adversarial Network for Raindrop Removal from A Single Image", Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, U.S., June 2018. [pdf]
  • Shuai Yang, Jiaying Liu, Wenhan Yang, and Zongming Guo. "Context-Aware Unsupervised Text Stylization", Proc. of ACM Multimedia (ACM MM), Seoul, Korea, Oct. 2018. [pdf]
  • Mading Li, Jiaying Liu, Wenhan Yang, and Zongming Guo. "Joint Denoising and Enhancement for Low-Light Images via Retinex Model", Proc. of International Forum of Digital TV and Wireless Multimedia Communication (IFTC), Shanghai, China, Nov. 2017. (Best paper award) [pdf]
  • Sifeng Xia, Wenhan Yang, Yueyu Hu, Siwei Ma, and Jiaying Liu. "A Group Variational Transformation Neural Network for Fractional Interpolation of Video Coding", Proc. of Data Compression Conference (DCC), Snowbird, Utah, Mar. 2018. [pdf]
  • Yueyu Hu, Wenhan Yang, Sifeng Xia, Wen-Huang Cheng, and Jiaying Liu. "Enhanced Intra Prediction with Recurrent Neural Network in Video Coding", Proc. of Data Compression Conference (DCC), Snowbird, Utah, Mar. 2018. [pdf]
  • Shihong Deng, Jiaying Liu, Mading Li, Wenhan Yang and Zongming Guo. "General Scale Interpolation via Context-Aware Autoregressive Model and Multiplanar Constraint", Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, LA, U.S., March. 2017. [pdf]
  • Yanghao Li, Jiaying Liu, Wenhan Yang and Zongming Guo. "Neighborhood Regression for Edge-Preserving Image Super-Resolution", Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brisbane, Australia, Apr. 2015. [pdf]