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Books and Theses
- 2019
[b1]Dengsheng Zhang
:
Fundamentals of Image Data Mining - Analysis, Features, Classification and Retrieval. Texts in Computer Science, Springer 2019, ISBN 978-3-030-17988-5, pp. 3-304
Journal Articles
- 2021
- [j19]Priyabrata Karmakar, Shyh Wei Teng, Guojun Lu, Dengsheng Zhang:
A novel fusion approach in the extraction of kernel descriptor with improved effectiveness and efficiency. Multim. Tools Appl. 80(10): 14545-14564 (2021) - 2020
- [j18]Priyabrata Karmakar, Shyh Wei Teng, Guojun Lu, Dengsheng Zhang:
An Enhancement to the Spatial Pyramid Matching for Image Classification and Retrieval. IEEE Access 8: 22463-22472 (2020) - 2013
- [j17]Dengsheng Zhang, Md. Monirul Islam, Guojun Lu:
Structural image retrieval using automatic image annotation and region based inverted file. J. Vis. Commun. Image Represent. 24(7): 1087-1098 (2013) - [j16]Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang:
Efficient nonlinear classification via low-rank regularised least squares. Neural Comput. Appl. 22(7-8): 1279-1289 (2013) - [j15]Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang:
Learning Sparse Kernel Classifiers for Multi-Instance Classification. IEEE Trans. Neural Networks Learn. Syst. 24(9): 1377-1389 (2013) - 2012
- [j14]Dengsheng Zhang, Md. Monirul Islam, Guojun Lu, Ishrat Jahan Sumana:
Rotation Invariant Curvelet Features for Region Based Image Retrieval. Int. J. Comput. Vis. 98(2): 187-201 (2012) - [j13]Dengsheng Zhang, Md. Monirul Islam, Guojun Lu:
A review on automatic image annotation techniques. Pattern Recognit. 45(1): 346-362 (2012) - [j12]Zeng Chen, Jin Hou, Dengsheng Zhang, Xue Qin:
An annotation rule extraction algorithm for image retrieval. Pattern Recognit. Lett. 33(10): 1257-1268 (2012) - 2011
- [j11]Jin Hou, Zeng Chen, Xue Qin, Dengsheng Zhang:
Automatic image search based on improved feature descriptors and decision tree. Integr. Comput. Aided Eng. 18(2): 167-180 (2011) - [j10]Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang:
Music classification via the bag-of-features approach. Pattern Recognit. Lett. 32(14): 1768-1777 (2011) - [j9]Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang:
A Survey of Audio-Based Music Classification and Annotation. IEEE Trans. Multim. 13(2): 303-319 (2011) - 2010
- [j8]Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Jingyu Hou, Wanlei Zhou, Yi-Ping Phoebe Chen:
Spectral shape descriptor using spherical harmonics. Integr. Comput. Aided Eng. 17(2): 167-173 (2010) - 2008
- [j7]Ying Liu, Dengsheng Zhang, Guojun Lu:
Region-based image retrieval with high-level semantics using decision tree learning. Pattern Recognit. 41(8): 2554-2570 (2008) - 2007
- [j6]Ying Liu, Dengsheng Zhang, Guojun Lu, Wei-Ying Ma:
A survey of content-based image retrieval with high-level semantics. Pattern Recognit. 40(1): 262-282 (2007) - 2005
- [j5]Dengsheng Zhang, Guojun Lu:
Study and evaluation of different Fourier methods for image retrieval. Image Vis. Comput. 23(1): 33-49 (2005) - 2004
- [j4]Dengsheng Zhang, Guojun Lu:
Review of shape representation and description techniques. Pattern Recognit. 37(1): 1-19 (2004) - 2003
- [j3]Dengsheng Zhang, Guojun Lu:
A comparative study of curvature scale space and Fourier descriptors for shape-based image retrieval. J. Vis. Commun. Image Represent. 14(1): 39-57 (2003) - [j2]Dengsheng Zhang, Guojun Lu:
Evaluation of MPEG-7 shape descriptors against other shape descriptors. Multim. Syst. 9(1): 15-30 (2003) - 2002
- [j1]Dengsheng Zhang, Guojun Lu:
Shape-based image retrieval using generic Fourier descriptor. Signal Process. Image Commun. 17(10): 825-848 (2002)
Conference and Workshop Papers
- 2023
- [c61]Dengsheng Zhang, Ziyun Chen:
Design of Shore-based Interactive Software based on QT. ICCPR 2023: 106-113 - [c60]Ying Liu, Hao Feng, Weidong Zhang, Jie Fang, Peng Xiao, Dengsheng Zhang:
Fine-grained Image Classification Based on Knowledge Distillation. ICNC-FSKD 2023: 1-8 - [c59]Ying Liu, Peng Xiao, Jie Fang, Dengsheng Zhang:
A Survey on Image Classification of Lightweight Convolutional Neural Network. ICNC-FSKD 2023: 1-10 - 2019
- [c58]Ying Liu, Yuxiang Ge, Fuping Wang, Qiqi Liu, Yanbo Lei, Dengsheng Zhang, Guojun Lu:
A Rotation Invariant HOG Descriptor for Tire Pattern Image Classification. ICASSP 2019: 2412-2416 - [c57]Md Tahmid Hossain, Shyh Wei Teng, Dengsheng Zhang, Suryani Lim, Guojun Lu:
Distortion Robust Image Classification Using Deep Convolutional Neural Network with Discrete Cosine Transform. ICIP 2019: 659-663 - 2018
- [c56]Md Tahmid Hossain, Shyh Wei Teng, Dengsheng Zhang, Suryani Lim, Guojun Lu:
Enhancing the Effectiveness of Local Descriptor Based Image Matching. DICTA 2018: 1-8 - [c55]Priyabrata Karmakar, Shyh Wei Teng, Guojun Lu, Dengsheng Zhang:
A Kernel-Based Approach for Content-Based Image Retrieval. IVCNZ 2018: 1-6 - [c54]Hamid Shojanazeri, Sunil Aryal, Shyh Wei Teng, Dengsheng Zhang, Guojun Lu:
Image Clustering Using a Similarity Measure Incorporating Human Perception. IVCNZ 2018: 1-6 - [c53]Hamid Shojanazeri, Dengsheng Zhang, Shyh Wei Teng, Sunil Aryal, Guojun Lu:
A Novel Perceptual Dissimilarity Measure for Image Retrieval. IVCNZ 2018: 1-6 - 2017
- [c52]Priyabrata Karmakar, Shyh Wei Teng, Dengsheng Zhang, Ying Liu, Guojun Lu:
Improved Kernel Descriptors for Effective and Efficient Image Classification. DICTA 2017: 1-8 - [c51]Priyabrata Karmakar, Shyh Wei Teng, Dengsheng Zhang, Ying Liu, Guojun Lu:
Improved Tamura Features for Image Classification Using Kernel Based Descriptors. DICTA 2017: 1-7 - [c50]Ying Liu, Dan Hu, Jiulun Fan, Fuping Wang, Dengsheng Zhang:
Multi-Feature Fusion for Crime Scene Investigation Image Retrieval. DICTA 2017: 1-7 - [c49]Hamid Shojanazeri, Shyh Wei Teng, Dengsheng Zhang, Guojun Lu:
A Hybrid Data Dependent Dissimilarity Measure for Image Retrieval. DICTA 2017: 1-8 - 2016
- [c48]Priyabrata Karmakar, Shyh Wei Teng, Dengsheng Zhang, Ying Liu, Guojun Lu:
Combining Pyramid Match Kernel and Spatial Pyramid for Image Classification. DICTA 2016: 1-8 - 2015
- [c47]Priyabrata Karmakar, Shyh Wei Teng, Guojun Lu, Dengsheng Zhang:
Rotation Invariant Spatial Pyramid Matching for Image Classification. DICTA 2015: 1-8 - [c46]Shaoguang Zhou, Guojun Lu, Shyh Wei Teng, Dengsheng Zhang:
Extracting road centrelines from binary road images by optimizing geodesic lines. IVCNZ 2015: 1-6 - 2013
- [c45]Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang:
Optimizing Cepstral Features for Audio Classification. IJCAI 2013: 1330-1336 - 2012
- [c44]Ishrat Jahan Sumana, Guojun Lu, Dengsheng Zhang:
Comparison of Curvelet and Wavelet Texture Features for Content Based Image Retrieval. ICME 2012: 290-295 - [c43]Hasitha Bimsara Ariyaratne, Dengsheng Zhang:
A Novel Automatic Hierachical Approach to Music Genre Classification. ICME Workshops 2012: 564-569 - [c42]Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang:
Learning Sparse Kernel Classifiers in the Primal. SSPR/SPR 2012: 60-69 - [c41]Hasitha Bimsara Ariyaratne, Dengsheng Zhang, Guojun Lu:
A Class Centric Feature and Classifier Ensemble Selection Approach for Music Genre Classification. SSPR/SPR 2012: 666-674 - 2011
- [c40]Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang:
On Low-Rank Regularized Least Squares for Scalable Nonlinear Classification. ICONIP (2) 2011: 490-499 - [c39]Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang:
Building Sparse Support Vector Machines for Multi-Instance Classification. ECML/PKDD (1) 2011: 471-486 - 2010
- [c38]Mohammad Shahiduzzaman, Dengsheng Zhang, Guojun Lu:
Improved Spatial Pyramid Matching for Image Classification. ACCV (4) 2010: 449-459 - [c37]Jun Zhu, Dengsheng Zhang, Guojun Lu:
An Enhancement to Closed-Form Method for Natural Image Matting. DICTA 2010: 629-634 - [c36]Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang:
Learning Naive Bayes Classifiers for Music Classification and Retrieval. ICPR 2010: 4589-4592 - [c35]Atul Sajjanhar, Guojun Lu, Dengsheng Zhang:
Novel Spectral Descriptor for Object Shape. PCM (1) 2010: 58-67 - [c34]Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang:
On Feature Combination for Music Classification. SSPR/SPR 2010: 453-462 - 2009
- [c33]Md. Monirul Islam, Dengsheng Zhang, Guojun Lu:
Region Based Color Image Retrieval Using Curvelet Transform. ACCV (2) 2009: 448-457 - [c32]Dengsheng Zhang, Md. Monirul Islam, Guojun Lu, Jin Hou:
Semantic Image Retrieval Using Region Based Inverted File. DICTA 2009: 242-249 - [c31]Md. Monirul Islam, Dengsheng Zhang, Guojun Lu:
Rotation invariant curvelet features for texture image retrieval. ICME 2009: 562-565 - [c30]Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Jingyu Hou, Yi-Ping Phoebe Chen:
Spherical Harmonics and Distance Transform for Image Representation and Retrieval. IDEAL 2009: 309-316 - 2008
- [c29]Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Wanlei Zhou, Yi-Ping Phoebe Chen:
Image retrieval based on semantics of intra-region color properties. CIT 2008: 338-343 - [c28]Md. Monirul Islam, Dengsheng Zhang, Guojun Lu:
Automatic Categorization of Image Regions Using Dominant Color Based Vector Quantization. DICTA 2008: 191-198 - [c27]Dengsheng Zhang, Ying Liu, Jin Hou:
Digital Image Retrieval Using Intermediate Semantic Features and Multistep Search. DICTA 2008: 513-518 - [c26]Jin Hou, Dengsheng Zhang, Zeng Chen, Xuerong Xu, Takahiro Nakamura:
Composite feature modeling and retrieval. ICARCV 2008: 2176-2181 - [c25]Md. Monirul Islam, Dengsheng Zhang, Guojun Lu:
A geometric method to compute directionality features for texture images. ICME 2008: 1521-1524 - [c24]Ishrat Jahan Sumana, Md. Monirul Islam, Dengsheng Zhang, Guojun Lu:
Content based image retrieval using curvelet transform. MMSP 2008: 11-16 - 2007
- [c23]Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Wanlei Zhou:
A Composite Descriptor for Shape Retrieval. ACIS-ICIS 2007: 795-800 - [c22]Dengsheng Zhang, Melissa Chen Yi Lim:
An Efficient and Robust Technique for Region Based Shape Representation and Retrieval. ACIS-ICIS 2007: 801-806 - [c21]Ying Liu, Dengsheng Zhang, Guojun Lu:
SIEVE - Search Images Effectively Through Visual Elimination. MCAM 2007: 381-390 - [c20]Ying Liu, Dengsheng Zhang, Guojun Lu, Ah-Hwee Tan:
Integrating Semantic Templates with Decision Tree for Image Semantic Learning. MMM (2) 2007: 185-195 - 2006
- [c19]Ying Liu, Dengsheng Zhang, Guojun Lu, Wei-Ying Ma:
Study on texture feature extraction in region-based image retrieval system. MMM 2006 - 2005
- [c18]Ying Liu, Dengsheng Zhang, Guojun Lu, Wei-Ying Ma:
Deriving High-Level Concepts Using Fuzzy-ID3 Decision Tree for Image Retrieval. ICASSP (2) 2005: 501-504 - [c17]Atul Sajjanhar, Guojun Lu, Dengsheng Zhang:
Spherical Harmonics Descriptor for 2D-Image Retrieval. ICME 2005: 105-108 - [c16]Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Qi Tian:
Multiresolution Analysis of Connectivity. IDEAL 2005: 56-62 - [c15]C. B. Richard Ng, Guojun Lu, Dengsheng Zhang:
Performance Study of Gabor Filters and Rotation Invariant Gabor Filters. MMM 2005: 158-162 - [c14]Ying Liu, Dengsheng Zhang, Guojun Lu, Wei-Ying Ma:
Region-Based Image Retrieval with High-Level Semantic Color Names. MMM 2005: 180-187 - [c13]C. B. Richard Ng, Guojun Lu, Dengsheng Zhang:
A New Approach to Texture Retrieval. MMSP 2005: 1-4 - 2004
- [c12]Atul Sajjanhar, Guojun Lu, Dengsheng Zhang:
Angular Histograms for Shape Retrieval. CATA 2004: 29-31 - [c11]Atul Sajjanhar, Guojun Lu, Dengsheng Zhang:
Image Retrieval Using Modified Generic Fourier Descriptors. CATA 2004: 32-35 - [c10]Dengsheng Zhang:
Improving image retrieval performance by using both color and texture features. ICIG 2004: 172-175 - [c9]Atul Sajjanhar, Guojun Lu, Dengsheng Zhang:
Multi-scale analysis of connectivity for image retrieval. ICIG 2004: 204-207 - [c8]Atul Sajjanhar, Guojun Lu, Dengsheng Zhang:
Discriminating shape descriptors based on connectivity. ICME 2004: 2075-2078 - [c7]Lianping Chen, Guojun Lu, Dengsheng Zhang:
Effects of Different Gabor Filter Parameters on Image Retrieval by Texture. MMM 2004: 273-278 - [c6]Ying Liu, Dengsheng Zhang, Guojun Lu, Wei-Ying Ma:
Region-Based Image Retrieval with Perceptual Colors. PCM (2) 2004: 931-938 - 2002
- [c5]Dengsheng Zhang, Guojun Lu:
Enhanced Generic Fourier Descriptors for object-based image retrieval. ICASSP 2002: 3668-3671 - [c4]Dengsheng Zhang, Guojun Lu:
Improving retrieval performance of Zernike moment descriptor on affined shapes. ICME (1) 2002: 205-208 - [c3]Dengsheng Zhang, Guojun Lu:
Generic Fourier descriptor for shape-based image retrieval. ICME (1) 2002: 425-428 - 2001
- [c2]Dengsheng Zhang, Guojun Lu:
Content-Based Shape Retrieval Using Different Shape Descriptors: A Comparative Study. ICME 2001 - [c1]Dengsheng Zhang, Guojun Lu:
A Comparison of Shape Retrieval Using Fourier Descriptors and Short-Time Fourier Descriptors. IEEE Pacific Rim Conference on Multimedia 2001: 855-860
Informal and Other Publications
- 2018
- [i1]Md Tahmid Hossain, Shyh Wei Teng, Dengsheng Zhang, Suryani Lim, Guojun Lu:
Distortion Robust Image Classification using Deep Convolutional Neural Network with Discrete Cosine Transform. CoRR abs/1811.05819 (2018)
Coauthor Index
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