Publications

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Journal Papers

  1. Hao Li, Fei Qi, Guangming Shi, Chunhuan Lin. A Multiscale Dilated Dense Convolutional Network for Saliency Prediction with Instance-Level Attention Competition. Journal of Visual Communication and Image Representation, 64: 102611, oct 2019.
  2. Fei Qi, Chunhuan Lin, Guangming Shi, Hao Li. A Convolutional Encoder-Decoder Network with Skip Connections for Saliency Prediction. IEEE Access, 7: 60428–60438, may 2019.
  3. Chen Xia, Junwei Han, Fei Qi, Guangming Shi. Predicting Human Saccadic Scanpaths Based on Iterative Representation Learning. IEEE Transactions on Image Processing, 28(7): 3502–3515, jul 2019.
  4. Fei Qi, Zhaohui Xia, Gaoyang Tang, Hang Yang, Yu Song, Guangrui Qian, Xiong An, Chunhuan Lin, Guangming Shi. DarwinML: A Graph-Based Evolutionary Algorithm for Automated Machine Learning. arXiv:1901.08013 [cs.NE], nov 2018.
  5. Chen Xia, Fei Qi, Guangming Shi, Chunhuan Lin. Stereoscopic Saliency Estimation with Background Priors Based Deep Reconstruction. Neurocomputing, 321: 126–138, dec 2018.
  6. Xiaohu Yu, Artem R. Oganov, Qiang Zhu, Fei Qi, Guangrui Qian. The Stability and Unexpected Chemistry of Oxide Clusters. Physical Chemistry Chemical Physics, 20(48): 30437–30444, dec 2018.
  7. Chunxiao Fan, Fu Li, Guangming Shi, Yi Niu, Fei Qi, Xuemei Xie, Dandan Jiao. A Hierarchical Multiplier-Free Architecture for HEVC Transform. Multimedia Tools and Applications, 76(1): 997–1015, jan 2017.
  8. C. Fan, Y. Niu, G. Shi, F. Li, F. Qi, X. Xie, D. Jiao. An Improved Signed Digit Representation Approach for Constant Vector Multiplication. IEEE Transactions on Circuits and Systems II: Express Briefs, 63(10): 999–1003, oct 2016.
  9. Chen Xia, Fei Qi, Guangming Shi. Bottom-Up Visual Saliency Estimation with Deep Autoencoder-Based Sparse Reconstruction. IEEE Transactions on Neural Networks and Learning Systems, 27(6): 1227–1240, jun 2016.
  10. Chen Xia, Fei Qi, Guangming Shi, Pengjin Wang. Nonlocal Center–Surround Reconstruction-Based Bottom-up Saliency Estimation. Pattern Recognition, 48(4): 1337–1348, apr 2015.
  11. Chang Wang, Fei Qi, Guangming Shi, Xiaotian Wang. Convex Combination Based Target Localization with Noisy Angle of Arrival Measurements. IEEE Wireless Communications Letters, 3(1): 14–17, feb 2014.
  12. Chang Wang, Fei Qi, Guangming Shi, Jingbo Ren. A Linear Combination-Based Weighted Least Square Approach for Target Localization with Noisy Range Measurements. Signal Processing, 94: 202–211, jan 2014.
  13. Fei Qi, Junyu Han, Pengjin Wang, Guangming Shi, Fu Li. Structure Guided Fusion for Depth Map Inpainting. Pattern Recognition Letters, 34(1): 70–76, jan 2013.
  14. Chang Wang, Fei Qi, Guangming Shi, Xiaotian Wang. A Sparse Representation-Based Deployment Method for Optimizing the Observation Quality of Camera Networks. Sensors, 13(9): 11453–11475, aug 2013.
  15. Jinjian Wu, Guangming Shi, Weisi Lin, Anmin Liu, Fei Qi. Just Noticeable Difference Estimation for Images With Free-Energy Principle. IEEE Transactions on Multimedia, 15(7): 1705–1710, nov 2013.
  16. Jie Lin, Guangming Shi, Xuyang Chen, Fei Qi, Li Zhang, Xuemei Xie. High-Resolution Ranging Method Based on Low-Rate Parallel Random Sampling. Digital Signal Processing, 22(2): 219–225, mar 2012.
  17. Jinjian Wu, Fei Qi, Guangming Shi, Yongheng Lu. Non-Local Spatial Redundancy Reduction for Bottom-up Saliency Estimation. Journal of Visual Communication and Image Representation, 23(7): 1158–1166, oct 2012.
  18. Jinjian Wu, Fei Qi, Guangming Shi. Self-Similarity Based Structural Regularity for Just Noticeable Difference Estimation. Journal of Visual Communication and Image Representation, 23(6): 845–852, aug 2012.
  19. Fu Li, Guangming Shi, Fei Qi, Li Zhang. Bandwidth Adaption for Kernel Particle Filter. Journal of Systems Engineering and Electronics, 22(2): 340–346, apr 2011.
  20. Guangming Shi, Xuyang Chen, Xiaoxia Song, Fei Qi, Ailing Ding. Signal Matching Wavelet for Ultrasonic Flaw Detection in High Background Noise. IEEE Transanctions on Ultrasonics, Ferroelectrics and Frequency Control, 58(4): 776–787, apr 2011.
  21. Fu Li, Fei Qi, Guangming Shi, Li Zhang. Optimization-Based Particle Filter for State and Parameter Estimation. Journal of Systems Engineering and Electronics, 20(3): 479–484, jun 2009.
  22. Guangming Shi, Jie Lin, Xuyang Chen, Fei Qi, Danhua Liu, L. Zhang. UWB Echo Signal Detection With Ultra-Low Rate Sampling Based on Compressed Sensing. IEEE Transactions on Circuits and Systems II: Express Briefs, 55(4): 379–383, apr 2008.
  23. Fei Qi, Qihe Li, Yupin Luo, Dongcheng Hu. Camera Calibration with One-Dimensional Objects Moving under Gravity. Pattern Recognition, 40(1): 343–345, jan 2007.
  24. Fei Qi, Qihe Li, Yupin Luo, Dongcheng Hu. Constraints on General Motions for Camera Calibration with One-Dimensional Objects. Pattern Recognition, 40(6): 1785–1792, jun 2007.
  25. Fei Qi, Yupin Luo, Dongcheng Hu. Recognition of Perspectively Distorted Planar Grids. Pattern Recognition Letters, 27(14): 1725–1731, oct 2006.

Conference Papers

  1. Pengfei Wang, Chengquan Zhang, Fei Qi, Shanshan Liu, Xiaoqiang Zhang, Pengyuan Lyu, Junyu Han, Jingtuo Liu, Errui Ding, Guangming Shi. PGNet: Real-Time Arbitrarily-Shaped Text Spotting with Point Gathering Network. In Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), feb 2021.
  2. Pengfei Wang, Chengquan Zhang, Fei Qi, Zuming Huang, Mengyi En, Junyu Han, Jingtuo Liu, Errui Ding, Guangming Shi. A Single-Shot Arbitrarily-Shaped Text Detector Based on Context Attended Multi-Task Learning. In Proceedings of the 27th ACM International Conference on Multimedia (MM ’19), oct 2019.
  3. Chen Xia, Fei Qi, Guangming Shi. An Iterative Representation Learning Framework to Predict the Sequence of Eye Fixations. In Proceedings of the IEEE International Conference on Multimedia and Expo (ICME), 1530–1535, jul 2017.
  4. Chen Xia, Pengjin Wang, Fei Qi, Guangming Shi. Nonlocal Center-Surround Reconstruction-Based Bottom-up Saliency Estimation. In 2013 20th IEEE International Conference on Image Processing (ICIP), 206–210, sep 2013.
  5. Jinjian Wu, Fei Qi, Guangming Shi. Image Quality Assessment Based on Improved Structural SIMilarity. In Advances in Multimedia Information Processing — PCM, 153–163, jan 2012.
  6. Junyu Han, Fei Qi, Guangming Shi. Enhancing Gradient Sparsity for Parametrized Motion Estimation. In Proc. British Machine Vision Conf., 42.1–42.0, 2011.
  7. Junyu Han, Fei Qi, Guangming Shi. Gradient Sparsity for Piecewise Continuous Optical Flow Estimation. In IEEE Int’l Conf. Image Processing (ICIP), 2341–2344, sep 2011.
  8. Chang Wang, Fei Qi, Guangming Shi. Observation Quality Guaranteed Layout of Camera Networks via Sparse Representation. In IEEE Visual Communications and Image Processing (VCIP), nov 2011.
  9. Jinjian Wu, Fei Qi, Guangming Shi. Unified Spatial Masking for Just-Noticeable Difference Estimation. In Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), oct 2011.
  10. Jinjian Wu, Fei Qi, Guangming Shi. An Improved Model of Pixel Adaptive Just-Noticeable Difference Estimation. In IEEE Int’l Conf. Acoustics Speech and Signal Processing (ICASSP), 2454–2457, mar 2010.
  11. Fei Qi, Jinjian Wu, Guangming Shi. Extracting Regions of Attention by Imitating the Human Visual System. In IEEE Int’l Conf. Acoustics, Speech and Signal Processing (ICASSP), 1905–1908, apr 2009.
  12. Fei Qi, Xiaowei Song, Guangming Shi. LDA Based Color Information Fusion for Visual Objects Tracking. In IEEE Int’l Conf. Image Processing (ICIP), 2201–2204, nov 2009.
  13. Chang Wang, Fei Qi, Guang-Ming Shi. Nodes Placement for Optimizing Coverage of Visual Sensor Networks. In Advances in Multimedia Information Processing (PCM), 1144–1149, 2009.
  14. Fei Qi, Yupin Luo, Dongcheng Hu. Distorted Grid Recognition with Its Application to Microarray Image Analysis. In Third Int’l Conf. Image and Graphics, 128–131, dec 2004.
  15. Fei Qi, Yupin Luo, Dongcheng Hu. Visual Tracking of Players through Occlusions in Low Resolution. In Signal and Image Processing, aug 2004.
  16. Fei Qi, Chengying Hua. Efficient Automated Microarray Image Analysis. In Second In’l Conf. Image and Graphics, 567–574, jul 2002.