Dengsheng Zhang

According to our database, Dengsheng Zhang authored at least 81 papers between 2001 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A Survey on Image Classification of Lightweight Convolutional Neural Network.

Ying Liu, Peng Xiao, Jie Fang, Dengsheng Zhang

Proceedings of the 19th International Conference on Natural Computation, 2023

Fine-grained Image Classification Based on Knowledge Distillation.

Ying Liu, Hao Feng, Weidong Zhang, Jie Fang, Peng Xiao, Dengsheng Zhang

Proceedings of the 19th International Conference on Natural Computation, 2023

Design of Shore-based Interactive Software based on QT.

Dengsheng Zhang, Ziyun Chen

Proceedings of the 2023 12th International Conference on Computing and Pattern Recognition, 2023

2021

A novel fusion approach in the extraction of kernel descriptor with improved effectiveness and efficiency.

Priyabrata Karmakar, Shyh Wei Teng, Guojun Lu, Dengsheng Zhang

Multim. Tools Appl., 2021

2020

An Enhancement to the Spatial Pyramid Matching for Image Classification and Retrieval.

Priyabrata Karmakar, Shyh Wei Teng, Guojun Lu, Dengsheng Zhang

IEEE Access, 2020

2019

Fundamentals of Image Data Mining - Analysis, Features, Classification and Retrieval

Dengsheng Zhang

Texts in Computer Science, Springer, ISBN: 978-3-030-17988-5, 2019

Distortion Robust Image Classification Using Deep Convolutional Neural Network with Discrete Cosine Transform.

Md Tahmid Hossain, Shyh Wei Teng, Dengsheng Zhang, Suryani Lim, Guojun Lu

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

A Rotation Invariant HOG Descriptor for Tire Pattern Image Classification.

Ying Liu, Yuxiang Ge, Fuping Wang, Qiqi Liu, Yanbo Lei, Dengsheng Zhang, Guojun Lu

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

A Novel Perceptual Dissimilarity Measure for Image Retrieval.

Hamid Shojanazeri, Dengsheng Zhang, Shyh Wei Teng, Sunil Aryal, Guojun Lu

Proceedings of the 2018 International Conference on Image and Vision Computing New Zealand, 2018

Image Clustering Using a Similarity Measure Incorporating Human Perception.

Hamid Shojanazeri, Sunil Aryal, Shyh Wei Teng, Dengsheng Zhang, Guojun Lu

Proceedings of the 2018 International Conference on Image and Vision Computing New Zealand, 2018

A Kernel-Based Approach for Content-Based Image Retrieval.

Priyabrata Karmakar, Shyh Wei Teng, Guojun Lu, Dengsheng Zhang

Proceedings of the 2018 International Conference on Image and Vision Computing New Zealand, 2018

Enhancing the Effectiveness of Local Descriptor Based Image Matching.

Md Tahmid Hossain, Shyh Wei Teng, Dengsheng Zhang, Suryani Lim, Guojun Lu

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

2017

A Hybrid Data Dependent Dissimilarity Measure for Image Retrieval.

Hamid Shojanazeri, Shyh Wei Teng, Dengsheng Zhang, Guojun Lu

Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

Multi-Feature Fusion for Crime Scene Investigation Image Retrieval.

Ying Liu, Dan Hu, Jiulun Fan, Fuping Wang, Dengsheng Zhang

Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

Improved Tamura Features for Image Classification Using Kernel Based Descriptors.

Priyabrata Karmakar, Shyh Wei Teng, Dengsheng Zhang, Ying Liu, Guojun Lu

Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

Improved Kernel Descriptors for Effective and Efficient Image Classification.

Priyabrata Karmakar, Shyh Wei Teng, Dengsheng Zhang, Ying Liu, Guojun Lu

Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

2016

Combining Pyramid Match Kernel and Spatial Pyramid for Image Classification.

Priyabrata Karmakar, Shyh Wei Teng, Dengsheng Zhang, Ying Liu, Guojun Lu

Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

2015

Extracting road centrelines from binary road images by optimizing geodesic lines.

Shaoguang Zhou, Guojun Lu, Shyh Wei Teng, Dengsheng Zhang

Proceedings of the 2015 International Conference on Image and Vision Computing New Zealand, 2015

Rotation Invariant Spatial Pyramid Matching for Image Classification.

Priyabrata Karmakar, Shyh Wei Teng, Guojun Lu, Dengsheng Zhang

Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

2013

Learning Sparse Kernel Classifiers for Multi-Instance Classification.

Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang

IEEE Trans. Neural Networks Learn. Syst., 2013

Efficient nonlinear classification via low-rank regularised least squares.

Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang

Neural Comput. Appl., 2013

Structural image retrieval using automatic image annotation and region based inverted file.

Dengsheng Zhang, Md. Monirul Islam, Guojun Lu

J. Vis. Commun. Image Represent., 2013

Optimizing Cepstral Features for Audio Classification.

Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang

Proceedings of the IJCAI 2013, 2013

2012

An annotation rule extraction algorithm for image retrieval.

Zeng Chen, Jin Hou, Dengsheng Zhang, Xue Qin

Pattern Recognit. Lett., 2012

A review on automatic image annotation techniques.

Dengsheng Zhang, Md. Monirul Islam, Guojun Lu

Pattern Recognit., 2012

Rotation Invariant Curvelet Features for Region Based Image Retrieval.

Dengsheng Zhang, Md. Monirul Islam, Guojun Lu, Ishrat Jahan Sumana

Int. J. Comput. Vis., 2012

Learning Sparse Kernel Classifiers in the Primal.

Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

A Class Centric Feature and Classifier Ensemble Selection Approach for Music Genre Classification.

Hasitha Bimsara Ariyaratne, Dengsheng Zhang, Guojun Lu

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Comparison of Curvelet and Wavelet Texture Features for Content Based Image Retrieval.

Ishrat Jahan Sumana, Guojun Lu, Dengsheng Zhang

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

A Novel Automatic Hierachical Approach to Music Genre Classification.

Hasitha Bimsara Ariyaratne, Dengsheng Zhang

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, 2012

2011

A Survey of Audio-Based Music Classification and Annotation.

Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang

IEEE Trans. Multim., 2011

Music classification via the bag-of-features approach.

Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang

Pattern Recognit. Lett., 2011

Automatic image search based on improved feature descriptors and decision tree.

Jin Hou, Zeng Chen, Xue Qin, Dengsheng Zhang

Integr. Comput. Aided Eng., 2011

Building Sparse Support Vector Machines for Multi-Instance Classification.

Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

On Low-Rank Regularized Least Squares for Scalable Nonlinear Classification.

Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang

Proceedings of the Neural Information Processing - 18th International Conference, 2011

2010

Spectral shape descriptor using spherical harmonics.

Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Jingyu Hou, Wanlei Zhou, Yi-Ping Phoebe Chen

Integr. Comput. Aided Eng., 2010

On Feature Combination for Music Classification.

Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang

Proceedings of the Structural, 2010

Novel Spectral Descriptor for Object Shape.

Atul Sajjanhar, Guojun Lu, Dengsheng Zhang

Proceedings of the Advances in Multimedia Information Processing - PCM 2010, 2010

Learning Naive Bayes Classifiers for Music Classification and Retrieval.

Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang

Proceedings of the 20th International Conference on Pattern Recognition, 2010

An Enhancement to Closed-Form Method for Natural Image Matting.

Jun Zhu, Dengsheng Zhang, Guojun Lu

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

Improved Spatial Pyramid Matching for Image Classification.

Mohammad Shahiduzzaman, Dengsheng Zhang, Guojun Lu

Proceedings of the Computer Vision - ACCV 2010, 2010

2009

Spherical Harmonics and Distance Transform for Image Representation and Retrieval.

Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Jingyu Hou, Yi-Ping Phoebe Chen

Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

Rotation invariant curvelet features for texture image retrieval.

Md. Monirul Islam, Dengsheng Zhang, Guojun Lu

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Semantic Image Retrieval Using Region Based Inverted File.

Dengsheng Zhang, Md. Monirul Islam, Guojun Lu, Jin Hou

Proceedings of the DICTA 2009, 2009

Region Based Color Image Retrieval Using Curvelet Transform.

Md. Monirul Islam, Dengsheng Zhang, Guojun Lu

Proceedings of the Computer Vision, 2009

2008

Region-based image retrieval with high-level semantics using decision tree learning.

Ying Liu, Dengsheng Zhang, Guojun Lu

Pattern Recognit., 2008

Content based image retrieval using curvelet transform.

Ishrat Jahan Sumana, Md. Monirul Islam, Dengsheng Zhang, Guojun Lu

Proceedings of the International Workshop on Multimedia Signal Processing, 2008

A geometric method to compute directionality features for texture images.

Md. Monirul Islam, Dengsheng Zhang, Guojun Lu

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Composite feature modeling and retrieval.

Jin Hou, Dengsheng Zhang, Zeng Chen, Xuerong Xu, Takahiro Nakamura

Proceedings of the 10th International Conference on Control, 2008

Digital Image Retrieval Using Intermediate Semantic Features and Multistep Search.

Dengsheng Zhang, Ying Liu, Jin Hou

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2008

Automatic Categorization of Image Regions Using Dominant Color Based Vector Quantization.

Md. Monirul Islam, Dengsheng Zhang, Guojun Lu

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2008

Image retrieval based on semantics of intra-region color properties.

Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Wanlei Zhou, Yi-Ping Phoebe Chen

Proceedings of 8th IEEE International Conference on Computer and Information Technology, 2008

2007

A survey of content-based image retrieval with high-level semantics.

Ying Liu, Dengsheng Zhang, Guojun Lu, Wei-Ying Ma

Pattern Recognit., 2007

Integrating Semantic Templates with Decision Tree for Image Semantic Learning.

Ying Liu, Dengsheng Zhang, Guojun Lu, Ah-Hwee Tan

Proceedings of the Advances in Multimedia Modeling, 2007

SIEVE - Search Images Effectively Through Visual Elimination.

Ying Liu, Dengsheng Zhang, Guojun Lu

Proceedings of the Multimedia Content Analysis and Mining, International Workshop, 2007

An Efficient and Robust Technique for Region Based Shape Representation and Retrieval.

Dengsheng Zhang, Melissa Chen Yi Lim

Proceedings of the 6th Annual IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007

A Composite Descriptor for Shape Retrieval.

Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Wanlei Zhou

Proceedings of the 6th Annual IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007

2006

Study on texture feature extraction in region-based image retrieval system.

Ying Liu, Dengsheng Zhang, Guojun Lu, Wei-Ying Ma

Proceedings of the 12th International Conference on Multi Media Modeling (MMM 2006), 2006

2005

Study and evaluation of different Fourier methods for image retrieval.

Dengsheng Zhang, Guojun Lu

Image Vis. Comput., 2005

A New Approach to Texture Retrieval.

C. B. Richard Ng, Guojun Lu, Dengsheng Zhang

Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005

Performance Study of Gabor Filters and Rotation Invariant Gabor Filters.

C. B. Richard Ng, Guojun Lu, Dengsheng Zhang

Proceedings of the 11th International Conference on Multi Media Modeling (MMM 2005), 2005

Region-Based Image Retrieval with High-Level Semantic Color Names.

Ying Liu, Dengsheng Zhang, Guojun Lu, Wei-Ying Ma

Proceedings of the 11th International Conference on Multi Media Modeling (MMM 2005), 2005

Multiresolution Analysis of Connectivity.

Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Qi Tian

Proceedings of the Intelligent Data Engineering and Automated Learning, 2005

Spherical Harmonics Descriptor for 2D-Image Retrieval.

Atul Sajjanhar, Guojun Lu, Dengsheng Zhang

Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Deriving High-Level Concepts Using Fuzzy-ID3 Decision Tree for Image Retrieval.

Ying Liu, Dengsheng Zhang, Guojun Lu, Wei-Ying Ma

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

Review of shape representation and description techniques.

Dengsheng Zhang, Guojun Lu

Pattern Recognit., 2004

Region-Based Image Retrieval with Perceptual Colors.

Ying Liu, Dengsheng Zhang, Guojun Lu, Wei-Ying Ma

Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

Effects of Different Gabor Filter Parameters on Image Retrieval by Texture.

Lianping Chen, Guojun Lu, Dengsheng Zhang

Proceedings of the 10th International Multimedia Modeling Conference (MMM 2004), 2004

Discriminating shape descriptors based on connectivity.

Atul Sajjanhar, Guojun Lu, Dengsheng Zhang

Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Improving image retrieval performance by using both color and texture features.

Dengsheng Zhang

Proceedings of the Third International Conference on Image and Graphics, 2004

Multi-scale analysis of connectivity for image retrieval.

Atul Sajjanhar, Guojun Lu, Dengsheng Zhang

Proceedings of the Third International Conference on Image and Graphics, 2004

Image Retrieval Using Modified Generic Fourier Descriptors.

Atul Sajjanhar, Guojun Lu, Dengsheng Zhang

Proceedings of the 19th International Conference on Computers and Their Applications, 2004

Angular Histograms for Shape Retrieval.

Atul Sajjanhar, Guojun Lu, Dengsheng Zhang

Proceedings of the 19th International Conference on Computers and Their Applications, 2004

2003

Evaluation of MPEG-7 shape descriptors against other shape descriptors.

Dengsheng Zhang, Guojun Lu

Multim. Syst., 2003

A comparative study of curvature scale space and Fourier descriptors for shape-based image retrieval.

Dengsheng Zhang, Guojun Lu

J. Vis. Commun. Image Represent., 2003

2002

Shape-based image retrieval using generic Fourier descriptor.

Dengsheng Zhang, Guojun Lu

Signal Process. Image Commun., 2002

Generic Fourier descriptor for shape-based image retrieval.

Dengsheng Zhang, Guojun Lu

Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Improving retrieval performance of Zernike moment descriptor on affined shapes.

Dengsheng Zhang, Guojun Lu

Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Enhanced Generic Fourier Descriptors for object-based image retrieval.

Dengsheng Zhang, Guojun Lu

Proceedings of the IEEE International Conference on Acoustics, 2002

2001

A Comparison of Shape Retrieval Using Fourier Descriptors and Short-Time Fourier Descriptors.

Dengsheng Zhang, Guojun Lu

Proceedings of the Advances in Multimedia Information Processing, 2001

Content-Based Shape Retrieval Using Different Shape Descriptors: A Comparative Study.

Dengsheng Zhang, Guojun Lu

Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001