Dengsheng Zhang

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 17

Top Topics

Spatial Pyramid

Convolutional Neural Network

Dissimilarity Measure

Rotation Invariant

Top Venues

Publications

Ying Liu, Hao Feng, Weidong Zhang, Jie Fang, Peng Xiao, Dengsheng Zhang
Fine-grained Image Classification Based on Knowledge Distillation. ICNC-FSKD (2023)
Dengsheng Zhang, Ziyun Chen
Design of Shore-based Interactive Software based on QT. ICCPR (2023)
Ying Liu, Peng Xiao, Jie Fang, Dengsheng Zhang
A Survey on Image Classification of Lightweight Convolutional Neural Network. ICNC-FSKD (2023)
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) (2021)
Priyabrata Karmakar, Shyh Wei Teng, Guojun Lu, Dengsheng Zhang
An Enhancement to the Spatial Pyramid Matching for Image Classification and Retrieval. IEEE Access 8 (2020)
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)
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)
Md Tahmid Hossain, Shyh Wei Teng, Dengsheng Zhang, Suryani Lim, Guojun Lu
Enhancing the Effectiveness of Local Descriptor Based Image Matching. DICTA (2018)
Hamid Shojanazeri, Sunil Aryal, Shyh Wei Teng, Dengsheng Zhang, Guojun Lu
Image Clustering Using a Similarity Measure Incorporating Human Perception. IVCNZ (2018)
Priyabrata Karmakar, Shyh Wei Teng, Guojun Lu, Dengsheng Zhang
A Kernel-Based Approach for Content-Based Image Retrieval. IVCNZ (2018)
Hamid Shojanazeri, Dengsheng Zhang, Shyh Wei Teng, Sunil Aryal, Guojun Lu
A Novel Perceptual Dissimilarity Measure for Image Retrieval. IVCNZ (2018)
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 (2018)
Priyabrata Karmakar, Shyh Wei Teng, Dengsheng Zhang, Ying Liu, Guojun Lu
Improved Tamura Features for Image Classification Using Kernel Based Descriptors. DICTA (2017)
Hamid Shojanazeri, Shyh Wei Teng, Dengsheng Zhang, Guojun Lu
A Hybrid Data Dependent Dissimilarity Measure for Image Retrieval. DICTA (2017)
Ying Liu, Dan Hu, Jiulun Fan, Fuping Wang, Dengsheng Zhang
Multi-Feature Fusion for Crime Scene Investigation Image Retrieval. DICTA (2017)
Priyabrata Karmakar, Shyh Wei Teng, Dengsheng Zhang, Ying Liu, Guojun Lu
Improved Kernel Descriptors for Effective and Efficient Image Classification. DICTA (2017)
Priyabrata Karmakar, Shyh Wei Teng, Dengsheng Zhang, Ying Liu, Guojun Lu
Combining Pyramid Match Kernel and Spatial Pyramid for Image Classification. DICTA (2016)
Priyabrata Karmakar, Shyh Wei Teng, Guojun Lu, Dengsheng Zhang
Rotation Invariant Spatial Pyramid Matching for Image Classification. DICTA (2015)
Shaoguang Zhou, Guojun Lu, Shyh Wei Teng, Dengsheng Zhang
Extracting road centrelines from binary road images by optimizing geodesic lines. IVCNZ (2015)
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) (2013)
Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang
Optimizing Cepstral Features for Audio Classification. IJCAI (2013)
Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang
Efficient nonlinear classification via low-rank regularised least squares. Neural Comput. Appl. 22 (7-8) (2013)
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) (2013)
Ishrat Jahan Sumana, Guojun Lu, Dengsheng Zhang
Comparison of Curvelet and Wavelet Texture Features for Content Based Image Retrieval. ICME (2012)
Hasitha Bimsara Ariyaratne, Dengsheng Zhang
A Novel Automatic Hierachical Approach to Music Genre Classification. ICME Workshops (2012)
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) (2012)
Dengsheng Zhang, Md. Monirul Islam, Guojun Lu
A review on automatic image annotation techniques. Pattern Recognit. 45 (1) (2012)
Zeng Chen, Jin Hou, Dengsheng Zhang, Xue Qin
An annotation rule extraction algorithm for image retrieval. Pattern Recognit. Lett. 33 (10) (2012)
Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang
Learning Sparse Kernel Classifiers in the Primal. SSPR/SPR (2012)
Hasitha Bimsara Ariyaratne, Dengsheng Zhang, Guojun Lu
A Class Centric Feature and Classifier Ensemble Selection Approach for Music Genre Classification. SSPR/SPR (2012)
Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang
Music classification via the bag-of-features approach. Pattern Recognit. Lett. 32 (14) (2011)
Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang
On Low-Rank Regularized Least Squares for Scalable Nonlinear Classification. ICONIP (2) (2011)
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) (2011)
Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang
Building Sparse Support Vector Machines for Multi-Instance Classification. ECML/PKDD (1) (2011)
Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang
A Survey of Audio-Based Music Classification and Annotation. IEEE Trans. Multim. 13 (2) (2011)
Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang
Learning Naive Bayes Classifiers for Music Classification and Retrieval. ICPR (2010)
Mohammad Shahiduzzaman, Dengsheng Zhang, Guojun Lu
Improved Spatial Pyramid Matching for Image Classification. ACCV (4) (2010)
Jun Zhu, Dengsheng Zhang, Guojun Lu
An Enhancement to Closed-Form Method for Natural Image Matting. DICTA (2010)
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) (2010)
Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang
On Feature Combination for Music Classification. SSPR/SPR (2010)
Atul Sajjanhar, Guojun Lu, Dengsheng Zhang
Novel Spectral Descriptor for Object Shape. PCM (1) (2010)
Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Jingyu Hou, Yi-Ping Phoebe Chen
Spherical Harmonics and Distance Transform for Image Representation and Retrieval. IDEAL (2009)
Dengsheng Zhang, Md. Monirul Islam, Guojun Lu, Jin Hou
Semantic Image Retrieval Using Region Based Inverted File. DICTA (2009)
Md. Monirul Islam, Dengsheng Zhang, Guojun Lu
Rotation invariant curvelet features for texture image retrieval. ICME (2009)
Md. Monirul Islam, Dengsheng Zhang, Guojun Lu
Region Based Color Image Retrieval Using Curvelet Transform. ACCV (2) (2009)
Md. Monirul Islam, Dengsheng Zhang, Guojun Lu
Automatic Categorization of Image Regions Using Dominant Color Based Vector Quantization. DICTA (2008)
Md. Monirul Islam, Dengsheng Zhang, Guojun Lu
A geometric method to compute directionality features for texture images. ICME (2008)
Ishrat Jahan Sumana, Md. Monirul Islam, Dengsheng Zhang, Guojun Lu
Content based image retrieval using curvelet transform. MMSP (2008)
Ying Liu, Dengsheng Zhang, Guojun Lu
Region-based image retrieval with high-level semantics using decision tree learning. Pattern Recognit. 41 (8) (2008)
Dengsheng Zhang, Ying Liu, Jin Hou
Digital Image Retrieval Using Intermediate Semantic Features and Multistep Search. DICTA (2008)
Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Wanlei Zhou, Yi-Ping Phoebe Chen
Image retrieval based on semantics of intra-region color properties. CIT (2008)
Jin Hou, Dengsheng Zhang, Zeng Chen, Xuerong Xu, Takahiro Nakamura
Composite feature modeling and retrieval. ICARCV (2008)
Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Wanlei Zhou
A Composite Descriptor for Shape Retrieval. ACIS-ICIS (2007)
Dengsheng Zhang, Melissa Chen Yi Lim
An Efficient and Robust Technique for Region Based Shape Representation and Retrieval. ACIS-ICIS (2007)
Ying Liu, Dengsheng Zhang, Guojun Lu
SIEVE - Search Images Effectively Through Visual Elimination. MCAM (2007)
Ying Liu, Dengsheng Zhang, Guojun Lu, Ah-Hwee Tan
Integrating Semantic Templates with Decision Tree for Image Semantic Learning. MMM (2) (2007)
Ying Liu, Dengsheng Zhang, Guojun Lu, Wei-Ying Ma
A survey of content-based image retrieval with high-level semantics. Pattern Recognit. 40 (1) (2007)
Ying Liu, Dengsheng Zhang, Guojun Lu, Wei-Ying Ma
Study on texture feature extraction in region-based image retrieval system. MMM (2006)
Ying Liu, Dengsheng Zhang, Guojun Lu, Wei-Ying Ma
Region-Based Image Retrieval with High-Level Semantic Color Names. MMM (2005)
Ying Liu, Dengsheng Zhang, Guojun Lu, Wei-Ying Ma
Deriving High-Level Concepts Using Fuzzy-ID3 Decision Tree for Image Retrieval. ICASSP (2) (2005)
Dengsheng Zhang, Guojun Lu
Study and evaluation of different Fourier methods for image retrieval. Image Vis. Comput. 23 (1) (2005)
Atul Sajjanhar, Guojun Lu, Dengsheng Zhang
Spherical Harmonics Descriptor for 2D-Image Retrieval. ICME (2005)
C. B. Richard Ng, Guojun Lu, Dengsheng Zhang
A New Approach to Texture Retrieval. MMSP (2005)
C. B. Richard Ng, Guojun Lu, Dengsheng Zhang
Performance Study of Gabor Filters and Rotation Invariant Gabor Filters. MMM (2005)
Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Tian Qi
Multiresolution Analysis of Connectivity. IDEAL (2005)
Dengsheng Zhang, Guojun Lu
Review of shape representation and description techniques. Pattern Recognit. 37 (1) (2004)
Atul Sajjanhar, Guojun Lu, Dengsheng Zhang
Multi-scale analysis of connectivity for image retrieval. ICIG (2004)
Lianping Chen, Guojun Lu, Dengsheng Zhang
Effects of Different Gabor Filter Parameters on Image Retrieval by Texture. MMM (2004)
Ying Liu, Dengsheng Zhang, Guojun Lu, Wei-Ying Ma
Region-Based Image Retrieval with Perceptual Colors. PCM (2) (2004)
Dengsheng Zhang
Improving image retrieval performance by using both color and texture features. ICIG (2004)
Atul Sajjanhar, Guojun Lu, Dengsheng Zhang
Image Retrieval Using Modified Generic Fourier Descriptors. CATA (2004)
Atul Sajjanhar, Guojun Lu, Dengsheng Zhang
Discriminating shape descriptors based on connectivity. ICME (2004)
Atul Sajjanhar, Guojun Lu, Dengsheng Zhang
Angular Histograms for Shape Retrieval. CATA (2004)
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) (2003)
Dengsheng Zhang, Guojun Lu
Evaluation of MPEG-7 shape descriptors against other shape descriptors. Multim. Syst. 9 (1) (2003)
Dengsheng Zhang, Guojun Lu
Enhanced Generic Fourier Descriptors for object-based image retrieval. ICASSP (2002)
Dengsheng Zhang, Guojun Lu
Improving retrieval performance of Zernike moment descriptor on affined shapes. ICME (1) (2002)
Dengsheng Zhang, Guojun Lu
Shape-based image retrieval using generic Fourier descriptor. Signal Process. Image Commun. 17 (10) (2002)
Dengsheng Zhang, Guojun Lu
Generic Fourier descriptor for shape-based image retrieval. ICME (1) (2002)
Dengsheng Zhang, Guojun Lu
A Comparison of Shape Retrieval Using Fourier Descriptors and Short-Time Fourier Descriptors. IEEE Pacific Rim Conference on Multimedia (2001)
Dengsheng Zhang, Guojun Lu
Content-Based Shape Retrieval Using Different Shape Descriptors: A Comparative Study. ICME (2001)