Publications

Selected Publications

  1. Yukang Chen, Tong Yang, Xiangyu Zhang, Gaofeng Meng, Xinyu Xiao, Jian Sun, DetNAS: Backbone Search for Object Detection, Neural Information Processing Systems (NIPS), 2019.

  2. Jianlong Chang, Xinbang Zhang, Yiwen Guo, Gaofeng Meng, Shiming Xiang, Chunhong Pan, DATA: Differentiable ArchiTecture Approximation, Neural Information Processing Systems (NIPS), 2019.

  3. Wenqi Ren, Jingang Zhang, Xiangyu Xu, Lin Ma, Xiaochun Cao, Gaofeng Meng, Wei Liu, Deep Video Dehazing With Semantic Segmentation, IEEE International Conference on Image Processing (ICIP), 2019.

  4. Yongcheng Liu, Bin Fan, Gaofeng Meng, Jiwen Lu, Shiming Xiang, Chunhong Pan, DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing, IEEE International Conference on Computer Vision (ICCV), 2019.

  5. Qi Zhang, Jianlong Chang, Gaofeng Meng*, Shibiao Xu, Shiming Xiang, Chunhong Pan, Learning Graph Structure via Graph Convolutional Networks, Pattern Recognition (PR), 2019. (accepted)

  6. Shen Fang, Shiming Xiang, Gaofeng Meng, Chunhong Pan, GSTNet: Global Spatial-Temporal Network for Traffic Flow Prediction, International Joint Conference on Artificial Intelligence (IJCAI), August 10-16, 2019, Macao, China. (accepted)

  7. Jianlong Chang, Lingfeng Wang, Gaofeng Meng*, Shiming Xiang, Chunhong Pan. Beyond CNNs: Graph Neural Networks for Irregular Data Representation, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2019. (accepted)

  8. Yukang Chen, Gaofeng Meng, Qian Zhang, Shiming Xiang, Chang Huang, Lisen Mu, Xinggang Wang. RENAS: Reinforced Evolutionary Neural Architecture Search, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, Long Beach, USA, 2019. (accepted)

  9. Jie Gu, Gaofeng Meng, Shiming Xiang, ChunhongPan. Blind Image Quality Assessment via Learnable Attention-based Pooling, Pattern Recognition(PR), 2019. (accepted)

  10. Gaofeng Meng, Chunhong Pan, Shiming Xiang, Ying Wu. Baselines Extraction from Curved Document Images via Slope Fields Recovery, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2018. [preprint](accepted)

  11. Jianlong Chang, Gaofeng Meng, Lingfeng Wang, Shiming Xiang, Chunhong Pan. Deep Self-Evolution Clutering, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2018. (accepted)

  12. Jie Gu, Gaofeng Meng, Cheng, Da, Shiming Xiang, Chunhong Pan. No-reference Image Quality Assessment with ReinforcementRecursive List-wise Ranking, AAAI, 2018.

  13. Jianlong Chang, Jie Gu, Lingfeng Wang, Gaofeng Meng, Shiming Xiang, Chunhong Pan, Structure-Aware Convolutional Neural Networks, Neural Information Processing Systems (NIPS), 2018. (accepted)

  14. Cheng Da, Gaofeng Meng, Shiming Xiang, Kun Ding, Shibiao Xu, Qing Yang, Chunhong Pan. Nonlinear Asymmetric Multi-Valued Hashing, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2018. (accepted)

  15. Meng Gaofeng, Su Yuanqi, Wu Ying, Xiang Shiming, Pan Chunhong. Exploiting Vector Fields for Geometric Rectication of Distorted Document Images, European Conference on Computer Vision (ECCV), September 8-14, Munich, Germany, 2018.

  16. Xiyan Liu, Gaofeng Meng, Chunhong Pan, Semantic Image Synthesis via Conditional Cycle-Generative Adversarial Networks, ICPR, 2018.

  17. Jie Gu, Gaofeng Meng, Shiming Xiang, ChunhongPan. Blind Image Quality Assessment via Vector Regression and Object OrientedPooling, IEEE Transactions on Multimedia (TMM), vol. 20, no.5, pp. 1140-1153 , 2018.

  18. Hongfei Xiao, Gaofeng Meng, Lingfeng Wang, Chunhong Pan, Facade repetition detection in a fronto-parallel view with fiducial lines extraction, Neurocomputing, vol.273, pp. 435-447, 2018.

  19. Jianlong Chang, Lingfeng Wang, Gaofeng Meng*, Shiming Xiang, Chunhong Pan. Deep Unsupervised Learning with Consistent Inference of Latent Representations, Pattern Recognition (PR), vol.77, no.5, pp. 438-453, 2018.

  20. Jianlong Chang, Lingfeng Wang, Gaofeng Meng, Shiming Xiang, Chunhong Pan, Vision-Based Occlusion Handling and Vehicle Classification for Traffic Surveillance Systems, IEEE Intelligent Transportation Systems Magazine, vol.10, no.2, pp.80-92, 2018.

  21. Dongcai Cheng, Gaofeng Meng, Chunhong Pan, Edge-Awared Deep Convolutional Networks for Semantic Segmentation of Remote Sensing Harbor Images, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017.

  22. Jianlong Chang, Lingfeng Wang, Gaofeng Meng, Shiming Xiang, Chunhong Pan, Deep Adaptive Image Clustering, ICCV, pp. 5879-5887, 2017. (Oral)

  23. Meng Gaofeng, Yuan Kun, Wu Ying, Xiang Shiming, Pan Chunhong. Deep Networks for Degraded Document Image Binarization through Pyramid Reconstruction. ICDAR, 2017.[PDF][Codes]

  24. Meng Gaofeng, Xiang Shiming, Pan Chunhong, Zheng Nanning. Active Rectification of Curved Document Images Using Structured Beams. International Journal of Computer Vision (IJCV), Vol. 122, Issue 1, pp 34–60, 2017. [Preprint]

  25. Kun Yuan, Gaofeng Meng, Dongcai Cheng, Jun Bai, Shiming Xiang, Chunhong Pan, Efficient Cloud Detection in Remote Sensing Images Using Edge-aware Segmentation Network and Easy-to-hard Training Strategy, ICIP, 2017. (Oral)

  26. Jun Chu, Xu Xiao, Gaofeng Meng, Lingfeng Wang, Chunhong Pan, Learnable Contextual Regularization for Semantic Segmentation of Indoor Scene Images, ICIP, 2017. (Oral)

  27. Zehao Huang, Lingfeng Wang, Gaofeng Meng, Chunhong Pan, Image Super-resolution via Deep Dilated Convolutional Networks, ICIP, 2017.

  28. Cheng Da, Shibiao Xu, Kun Ding, Gaofeng Meng, Shiming Xiang, Chunhong Pan, AMVH: Asymmetric Multi-Valued Hashing, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, Hawaii, USA, July 22-25, 2017.

  29. Jie Gu, Gaofeng Meng, Shiming Xiang, Chunhong Pan, Learning Deep Vector Regression Model for No-reference Image Quality Assessment, ICASSP, March 5-9, New Orleans, USA, 2017.

  30. Dongcai Cheng, Gaofeng Meng, Chunhong Pan, Sea-Land Segmentation via Hierarchical Region Merging and Edge Directed Graph Cut. The 23rd IEEE International Conference on Image Processing, Phoenix, Arizona, USA, September 25–28, pp.1274-1278, 2016.

  31. Dongcai Cheng, Gaofeng Meng, Shiming Xiang, Chunhong Pan, Efficient Sea-Land Segmentation Using Seeds Learning and Edge Directed Graph Cut. Neurocomputing, Vol. 207, pp.36-47, 2016.

  32. Meng Gaofeng, Huang Zuming, Song Yonghong, Xiang Shiming, Pan Chunhong. Extraction of Virtual Baselines from Distorted Document Images Using Curvilinear Projection, IEEE International Conference on Computer Vision (ICCV), 2015.[PDF]

  33. Xiang Shiming, Meng Gaofeng, Wang Ying, Pan Chunhong, Zhang Changshui: Image Deblurring with Coupled Dictionary Learning. International Journal of Computer Vision (IJCV), vol.114, pp.248-271, 2015. [PDF]

  34. Meng Gaofeng, Wang Ying,Qu Shenquan, Xiang Shiming, Pan Chunhong. Active Flattening of Curved Document Images via Two Structured Beams, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2014 (Oral). [PDF] [PPT][DATA]

  35. JiangyongDuan, Gaofeng Meng, Shiming Xiang, Chunhong Pan, Multifocus Image Fusion via FocusSegmentation and Region Reconstruction, Neurocomputing,Vol.140, pp.193-209, 2014.

  36. Feiyun Zhu, Ying Wang, Bin Fan, Shiming Xiang, Gaofeng Meng, Chunhong Pan: Spectral Unmixing via Data-Guided Sparsity. IEEE Transactions on Image Processing (T-IP), 23(12): 5412-5427 (2014).

  37. Meng Gaofeng, Wang Ying, Duan Jiangyong, Xiang Shiming, Pan Chunhong. Efficient Image Dehazing with Boundary Constraint and Contextual Regularization, IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, pp.617-624, 3-6 Dec., 2013.[PDF][MATLAB Code][PPT]

  38. Meng Gaofeng, Xiang Shiming, Zheng Nanning, Pan Chunhong. Non-parametric IlluminationCorrection for Scanned Document Images via Convex Hulls, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), Vol.35,No.7, pp. 1730-1743, 2013. [MATALB Codes]

  39. LingfengWang, Shiming Xiang, Gaofeng Meng, Huai-yu Wu, Chunhong Pan. Edge-directed Single Image Super-resolution via Adaptive Gradient Magnitude Self-interpolation, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), vol.23,no.8, pp. 1289-1299, 2013.

  40. Ying Wang, Shiming Xiang, Chunhong Pan, Lingfeng Wang, Gaofeng Meng. Level set evolution with locally linearclassification for image segmentation. Pattern Recognition (PR), vol.46, no.6, pp.1734-1746, 2013.

  41. Meng Gaofeng, Pan Chunhong, Xiang Shiming, Duan Jiangyong, Zheng Nanning. Metric Rectification of Curved Document Images, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), Vol.34,No.4, pp. 707-722, 2012. [PDF][RESULTS-CBDAR2007]

  42. Shiming Xiang, Gaofeng Meng, Ying Wang, Chunhong Pan, and Changshui Zhang. Image deblurring with matrix regression and gradient evolution. Pattern Recognition (PR), Vol.45, No. 6, pp. 2164–2179, 2012.

  43. Shiming Xiang,Feiping Nie, Gaofeng Meng, ChunhongPan, Changshui Zhang: Discriminative Least Squares Regression for Multiclass Classification and Feature Selection. IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), Vol.23, No.11, pp.1738-1754, 2012.

  44. Huxiang Gu, Ying Wang, Shiming Xiang, Gaofeng Meng, Chunhong Pan. Image Guided Tone Mapping with Locally Nonlinear Model, European Conference on Computer Vision (ECCV), Vol.4, pp. 786-799, 2012.

  45. Gaofeng Meng, Chunhong Pan, Nanning Zheng, Chen Sun. Skew Estimation of Document Images Using Bagging. IEEE Transactions on Image Processing (T-IP), Vol. 19, No. 7, pp. 1837-1846, 2010. [MATLAB Codes]

  46. Gaofeng Meng, Nanning Zheng, Shaoyi Du, Yonghong Song and Yuanlin Zhang. Shading Extraction and Correction for Scanned Book Images. IEEE Signal Processing Letters, Vol.15, pp. 849-852, 2008.

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