Research

My research interests are broadly in:

1. Image Processing

   1. Pattern Recognition

Publications (You are welcome to visit my ResearchGate and DBLP.)

Journal Articles:

• 1. Guohua Lv, Qiang Chi, Mohammad Awrangjeb and Jian Li*, "Robust Registration of Multispectral Satellite Images based on Structural and Geometrical Similarity", IEEE Geoscience and Remote Sensing Letters, 2021. (To appear, SCI, 2020 IF: 3.966)

  2. Guangyao Dong, Han Yan, Guohua Lv* and Xiangjun Dong*, "Exploring the Utilization of Gradient Information in SIFT based Local Image Descriptors", 11(8):998, Symmetry, 2019. (SCI, 2018 IF: 2.143)

  3. Guohua Lv, "Self-Similarity and Symmetry with SIFT for Multi-modal Image Registration", 7:52202-52213, IEEE Access, 2019. (SCI, 2018 IF: 4.098)

  4. Guohua Lv, "lm_p: A Novel Similarity Measure for Matching Local Image Descriptors", 6:55315-55325, IEEE Access, 2018. (SCI, 2017 IF: 3.557)

1. Guohua Lv, "A Novel Correspondence Selection Technique for Affine Rigid Image Registration", 6:32023-32034, IEEE Access, 2018. (11 citations in google scholar，SCI, 2017 IF: 3.557)

2. Guohua Lv^*, Shyh Wei Teng and Guojun Lu, "Enhancing Image Registration Performance by Incorporating Distribution and Spatial Distance of Local Descriptors", Pattern Recognition Letters (PRL), 103:46-52, 2018. (SCI, 2017 IF: 1.952, CCF Rank C)

3. Guohua Lv^*, Shyh Wei Teng and Guojun Lu, "COREG: a corner based registration technique for multimodal images", Multimedia Tools and Applications (MTAP), 77(10):12607-12634, 2018. (SCI, 2017 IF: 1.541, CCF Rank C)

4. Guohua Lv^*, Shyh Wei Teng and Guojun Lu, "A Detector of Structural Similarity for Multi-modal Microscopic Image Registration", Multimedia Tools and Applications (MTAP), 77(6):7675-7701, 2018. (SCI, 2017 IF: 1.541, CCF Rank C)

   1. Yongshun Gong, Tiantian Xu, Xiangjun Dong* and Guohua Lv, "e-NSPFI: Efficient Mining Negative Sequential Pattern from both Frequent and Infrequent Positive Sequential Patterns", International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), 31(2):1750002-1-20, 2017. (19 citations in google scholar，SCI, 2016 IF: 0.994, CCF Rank C)

   2. Guohua Lv^*, Shyh Wei Teng and Guojun Lu, "Enhancing SIFT-based Image Registration Performance by Building and Selecting Highly Discriminating Descriptors", Pattern Recognition Letters (PRL), 84:156-162, 2016. (25 citations in google scholar，SCI, 2016 IF: 1.995, CCF Rank C) [code]

^{* indicates the corresponding author. IF: Impact Factor. CCF: China Computer Federation.}

Conference Papers:

• 1. Han Yan, Guohua Lv^*, Xiaoqiang Ren^* and Xiangjun Dong, "Improved Nearest Neighbor Distance Ratio for Matching Local Image Descriptors", CCF International Conference on Artificial Intelligence (CCF-ICAI), 2018. Communications in Computer and Information Science, vol 888, Springer, Singapore. (acceptance rate=20.7%)

  2. Guohua Lv, Shyh Wei Teng and Guojun Lu, "A Novel Multi-modal Image Registration Method based on Corners", International Conference on Digital Image Computing: Techniques and Applications (DICTA), pp 1-8, 2014. (Oral Presentation, ERA Rank B)

  3. Guohua Lv, Shyh Wei Teng, Guojun Lu and Martin Lackmann, "Detection of Structural Similarity for Multimodal Microscopic Image Registration", International Conference on Digital Image Computing: Techniques and Applications (DICTA), pp 1-8, 2013. (ERA Rank B)

  4. Guohua Lv, Shyh Wei Teng, Guojun Lu and Martin Lackmann, "Maximizing Structural Similarity in Multimodal Biomedical Microscopic Images for Effective Registration", International Conference on Multimedia and Expo (ICME), pp 1-6, 2013. (CCF Rank B, acceptance rate=30%)

  5. Guohua Lv, Tanvir Hossian, Shyh Wei Teng, Guojun Lu and Martin Lackmann, "Improving SIFT's Performance by Incorporating Appropriate Gradient Information", International Conference on Image Vision and Computing New Zealand (IVCNZ), pp 381-386, 2011. (ERA Rank B)

  6. Tanvir Hossian, Guohua Lv, Shyh Wei Teng, Guojun Lu and Martin Lackmann, "Improved Symmetric-SIFT for Multi-modal Image Registration", International Conference on Digital Image Computing: Techniques and Applications (DICTA), pp 197-202, 2011. (35 citations in google scholar, ERA Rank B)

  7. Guohua Lü and Yinwei Zhan, "Embedded Zerotree Wavelet Based Image Coding via Quincunx Lifting", International Congress on Image and Signal Processing (CISP), pp 534-538, 2008.

1. Guohua Lü, Yinwei Zhan and Min Li, "An Improved Rate-Distortion Model for Dead Zone Lattice Vector Quantization", The 11th World Multi-Conference on Systemics, Cybernetics and Informatics (WMSCI), pp 238-241, 2007.

ERA: Excellence in Research for Australia.

Academic Activities:

Serving as a reviewer for:

1. IEEE Transactions on Intelligent Transportation Systems (SCI)

   1. IEEE Geoscience and Remote Sensing Letters (SCI)

   2. Neurocomputing (SCI)

   3. IEEE Access (SCI)

   4. IET Image Processing (SCI)

   5. International Conference on Digital Image Computing: Techniques and Applications (DICTA) 2017, 2018 (ERA Rank B Conference)