Dengsheng Zhang

83 papers A* 1A 6B 6C 6Misc 21Journal 21Unranked 21
YearRankTypeTitle / Venue / Authors
2025 J jnl
Transforming Higher Education with AI-Powered Video Lectures.
CoRR
Dengsheng Zhang
2023 — conf
A Survey on Image Classification of Lightweight Convolutional Neural Network.
ICNC-FSKD
Ying Liu, Peng Xiao, Jie Fang, Dengsheng Zhang
2023 — conf
Design of Shore-based Interactive Software based on QT.
ICCPR
Dengsheng Zhang, Ziyun Chen
2023 — conf
Fine-grained Image Classification Based on Knowledge Distillation.
ICNC-FSKD
Ying Liu, Hao Feng, Weidong Zhang, Jie Fang, Peng Xiao, Dengsheng Zhang
2021 J jnl
A novel fusion approach in the extraction of kernel descriptor with improved effectiveness and efficiency.
Multim. Tools Appl.
Priyabrata Karmakar, Shyh Wei Teng, Guojun Lu, Dengsheng Zhang
2020 J jnl
An Enhancement to the Spatial Pyramid Matching for Image Classification and Retrieval.
IEEE Access
Priyabrata Karmakar, Shyh Wei Teng, Guojun Lu, Dengsheng Zhang
2019 Misc conf
A Rotation Invariant HOG Descriptor for Tire Pattern Image Classification.
ICASSP
Ying Liu, Yuxiang Ge, Fuping Wang, Qiqi Liu, Yanbo Lei, Dengsheng Zhang, Guojun Lu
2019 B conf
Distortion Robust Image Classification Using Deep Convolutional Neural Network with Discrete Cosine Transform.
ICIP
Md Tahmid Hossain, Shyh Wei Teng, Dengsheng Zhang, Suryani Lim, Guojun Lu
2019 — book
Fundamentals of Image Data Mining - Analysis, Features, Classification and Retrieval
Dengsheng Zhang
2018 Misc conf
A Kernel-Based Approach for Content-Based Image Retrieval.
IVCNZ
Priyabrata Karmakar, Shyh Wei Teng, Guojun Lu, Dengsheng Zhang
2018 Misc conf
A Novel Perceptual Dissimilarity Measure for Image Retrieval.
IVCNZ
Hamid Shojanazeri, Dengsheng Zhang, Shyh Wei Teng, Sunil Aryal, Guojun Lu
2018 J jnl
Distortion Robust Image Classification using Deep Convolutional Neural Network with Discrete Cosine Transform.
CoRR
Md Tahmid Hossain, Shyh Wei Teng, Dengsheng Zhang, Suryani Lim, Guojun Lu
2018 Misc conf
Enhancing the Effectiveness of Local Descriptor Based Image Matching.
DICTA
Md Tahmid Hossain, Shyh Wei Teng, Dengsheng Zhang, Suryani Lim, Guojun Lu
2018 Misc conf
Image Clustering Using a Similarity Measure Incorporating Human Perception.
IVCNZ
Hamid Shojanazeri, Sunil Aryal, Shyh Wei Teng, Dengsheng Zhang, Guojun Lu
2017 Misc conf
A Hybrid Data Dependent Dissimilarity Measure for Image Retrieval.
DICTA
Hamid Shojanazeri, Shyh Wei Teng, Dengsheng Zhang, Guojun Lu
2017 Misc conf
Improved Kernel Descriptors for Effective and Efficient Image Classification.
DICTA
Priyabrata Karmakar, Shyh Wei Teng, Dengsheng Zhang, Ying Liu, Guojun Lu
2017 Misc conf
Improved Tamura Features for Image Classification Using Kernel Based Descriptors.
DICTA
Priyabrata Karmakar, Shyh Wei Teng, Dengsheng Zhang, Ying Liu, Guojun Lu
2017 Misc conf
Multi-Feature Fusion for Crime Scene Investigation Image Retrieval.
DICTA
Ying Liu, Dan Hu, Jiulun Fan, Fuping Wang, Dengsheng Zhang
2016 Misc conf
Combining Pyramid Match Kernel and Spatial Pyramid for Image Classification.
DICTA
Priyabrata Karmakar, Shyh Wei Teng, Dengsheng Zhang, Ying Liu, Guojun Lu
2015 Misc conf
Extracting road centrelines from binary road images by optimizing geodesic lines.
IVCNZ
Shaoguang Zhou, Guojun Lu, Shyh Wei Teng, Dengsheng Zhang
2015 Misc conf
Rotation Invariant Spatial Pyramid Matching for Image Classification.
DICTA
Priyabrata Karmakar, Shyh Wei Teng, Guojun Lu, Dengsheng Zhang
2013 J jnl
Efficient nonlinear classification via low-rank regularised least squares.
Neural Comput. Appl.
Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang
2013 J jnl
Learning Sparse Kernel Classifiers for Multi-Instance Classification.
IEEE Trans. Neural Networks Learn. Syst.
Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang
2013 A* conf
Optimizing Cepstral Features for Audio Classification.
IJCAI
Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang
2013 J jnl
Structural image retrieval using automatic image annotation and region based inverted file.
J. Vis. Commun. Image Represent.
Dengsheng Zhang, Md. Monirul Islam, Guojun Lu
2012 — conf
A Class Centric Feature and Classifier Ensemble Selection Approach for Music Genre Classification.
SSPR/SPR
Hasitha Bimsara Ariyaratne, Dengsheng Zhang, Guojun Lu
2012 — conf
A Novel Automatic Hierachical Approach to Music Genre Classification.
ICME Workshops
Hasitha Bimsara Ariyaratne, Dengsheng Zhang
2012 J jnl
A review on automatic image annotation techniques.
Pattern Recognit.
Dengsheng Zhang, Md. Monirul Islam, Guojun Lu
2012 J jnl
An annotation rule extraction algorithm for image retrieval.
Pattern Recognit. Lett.
Zeng Chen, Jin Hou, Dengsheng Zhang, Xue Qin
2012 A conf
Comparison of Curvelet and Wavelet Texture Features for Content Based Image Retrieval.
ICME
Ishrat Jahan Sumana, Guojun Lu, Dengsheng Zhang
2012 — conf
Learning Sparse Kernel Classifiers in the Primal.
SSPR/SPR
Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang
2012 J jnl
Rotation Invariant Curvelet Features for Region Based Image Retrieval.
Int. J. Comput. Vis.
Dengsheng Zhang, Md. Monirul Islam, Guojun Lu, Ishrat Jahan Sumana
2011 J jnl
A Survey of Audio-Based Music Classification and Annotation.
IEEE Trans. Multim.
Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang
2011 J jnl
Automatic image search based on improved feature descriptors and decision tree.
Integr. Comput. Aided Eng.
Jin Hou, Zeng Chen, Xue Qin, Dengsheng Zhang
2011 — conf
Building Sparse Support Vector Machines for Multi-Instance Classification.
ECML/PKDD (1)
Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang
2011 J jnl
Music classification via the bag-of-features approach.
Pattern Recognit. Lett.
Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang
2011 — conf
On Low-Rank Regularized Least Squares for Scalable Nonlinear Classification.
ICONIP (2)
Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang
2010 Misc conf
An Enhancement to Closed-Form Method for Natural Image Matting.
DICTA
Jun Zhu, Dengsheng Zhang, Guojun Lu
2010 — conf
Improved Spatial Pyramid Matching for Image Classification.
ACCV (4)
Mohammad Shahiduzzaman, Dengsheng Zhang, Guojun Lu
2010 B conf
Learning Naive Bayes Classifiers for Music Classification and Retrieval.
ICPR
Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang
2010 — conf
Novel Spectral Descriptor for Object Shape.
PCM (1)
Atul Sajjanhar, Guojun Lu, Dengsheng Zhang
2010 — conf
On Feature Combination for Music Classification.
SSPR/SPR
Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang
2010 J jnl
Spectral shape descriptor using spherical harmonics.
Integr. Comput. Aided Eng.
Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Jingyu Hou, Wanlei Zhou, Yi-Ping Phoebe Chen
2009 — conf
Region Based Color Image Retrieval Using Curvelet Transform.
ACCV (2)
Md. Monirul Islam, Dengsheng Zhang, Guojun Lu
2009 A conf
Rotation invariant curvelet features for texture image retrieval.
ICME
Md. Monirul Islam, Dengsheng Zhang, Guojun Lu
2009 Misc conf
Semantic Image Retrieval Using Region Based Inverted File.
DICTA
Dengsheng Zhang, Md. Monirul Islam, Guojun Lu, Jin Hou
2009 C conf
Spherical Harmonics and Distance Transform for Image Representation and Retrieval.
IDEAL
Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Jingyu Hou, Yi-Ping Phoebe Chen
2008 A conf
A geometric method to compute directionality features for texture images.
ICME
Md. Monirul Islam, Dengsheng Zhang, Guojun Lu
2008 Misc conf
Automatic Categorization of Image Regions Using Dominant Color Based Vector Quantization.
DICTA
Md. Monirul Islam, Dengsheng Zhang, Guojun Lu
2008 C conf
Composite feature modeling and retrieval.
ICARCV
Jin Hou, Dengsheng Zhang, Zeng Chen, Xuerong Xu, Takahiro Nakamura
2008 C conf
Content based image retrieval using curvelet transform.
MMSP
Ishrat Jahan Sumana, Md. Monirul Islam, Dengsheng Zhang, Guojun Lu
2008 Misc conf
Digital Image Retrieval Using Intermediate Semantic Features and Multistep Search.
DICTA
Dengsheng Zhang, Ying Liu, Jin Hou
2008 C conf
Image retrieval based on semantics of intra-region color properties.
CIT
Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Wanlei Zhou, Yi-Ping Phoebe Chen
2008 J jnl
Region-based image retrieval with high-level semantics using decision tree learning.
Pattern Recognit.
Ying Liu, Dengsheng Zhang, Guojun Lu
2007 — conf
A Composite Descriptor for Shape Retrieval.
ACIS-ICIS
Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Wanlei Zhou
2007 J jnl
A survey of content-based image retrieval with high-level semantics.
Pattern Recognit.
Ying Liu, Dengsheng Zhang, Guojun Lu, Wei-Ying Ma
2007 — conf
An Efficient and Robust Technique for Region Based Shape Representation and Retrieval.
ACIS-ICIS
Dengsheng Zhang, Melissa Chen Yi Lim
2007 — conf
Integrating Semantic Templates with Decision Tree for Image Semantic Learning.
MMM (2)
Ying Liu, Dengsheng Zhang, Guojun Lu, Ah-Hwee Tan
2007 — conf
SIEVE - Search Images Effectively Through Visual Elimination.
MCAM
Ying Liu, Dengsheng Zhang, Guojun Lu
2006 B conf
Study on texture feature extraction in region-based image retrieval system.
MMM
Ying Liu, Dengsheng Zhang, Guojun Lu, Wei-Ying Ma
2005 C conf
A New Approach to Texture Retrieval.
MMSP
C. B. Richard Ng, Guojun Lu, Dengsheng Zhang
2005 — conf
Deriving High-Level Concepts Using Fuzzy-ID3 Decision Tree for Image Retrieval.
ICASSP (2)
Ying Liu, Dengsheng Zhang, Guojun Lu, Wei-Ying Ma
2005 C conf
Multiresolution Analysis of Connectivity.
IDEAL
Atul Sajjanhar, Guojun Lu, Dengsheng Zhang, Qi Tian
2005 B conf
Performance Study of Gabor Filters and Rotation Invariant Gabor Filters.
MMM
C. B. Richard Ng, Guojun Lu, Dengsheng Zhang
2005 B conf
Region-Based Image Retrieval with High-Level Semantic Color Names.
MMM
Ying Liu, Dengsheng Zhang, Guojun Lu, Wei-Ying Ma
2005 A conf
Spherical Harmonics Descriptor for 2D-Image Retrieval.
ICME
Atul Sajjanhar, Guojun Lu, Dengsheng Zhang
2005 J jnl
Study and evaluation of different Fourier methods for image retrieval.
Image Vis. Comput.
Dengsheng Zhang, Guojun Lu
2004 Misc conf
Angular Histograms for Shape Retrieval.
CATA
Atul Sajjanhar, Guojun Lu, Dengsheng Zhang
2004 A conf
Discriminating shape descriptors based on connectivity.
ICME
Atul Sajjanhar, Guojun Lu, Dengsheng Zhang
2004 B conf
Effects of Different Gabor Filter Parameters on Image Retrieval by Texture.
MMM
Lianping Chen, Guojun Lu, Dengsheng Zhang
2004 Misc conf
Image Retrieval Using Modified Generic Fourier Descriptors.
CATA
Atul Sajjanhar, Guojun Lu, Dengsheng Zhang
2004 Misc conf
Improving image retrieval performance by using both color and texture features.
ICIG
Dengsheng Zhang
2004 Misc conf
Multi-scale analysis of connectivity for image retrieval.
ICIG
Atul Sajjanhar, Guojun Lu, Dengsheng Zhang
2004 — conf
Region-Based Image Retrieval with Perceptual Colors.
PCM (2)
Ying Liu, Dengsheng Zhang, Guojun Lu, Wei-Ying Ma
2004 J jnl
Review of shape representation and description techniques.
Pattern Recognit.
Dengsheng Zhang, Guojun Lu
2003 J jnl
A comparative study of curvature scale space and Fourier descriptors for shape-based image retrieval.
J. Vis. Commun. Image Represent.
Dengsheng Zhang, Guojun Lu
2003 J jnl
Evaluation of MPEG-7 shape descriptors against other shape descriptors.
Multim. Syst.
Dengsheng Zhang, Guojun Lu
2002 Misc conf
Enhanced Generic Fourier Descriptors for object-based image retrieval.
ICASSP
Dengsheng Zhang, Guojun Lu
2002 — conf
Generic Fourier descriptor for shape-based image retrieval.
ICME (1)
Dengsheng Zhang, Guojun Lu
2002 — conf
Improving retrieval performance of Zernike moment descriptor on affined shapes.
ICME (1)
Dengsheng Zhang, Guojun Lu
2002 J jnl
Shape-based image retrieval using generic Fourier descriptor.
Signal Process. Image Commun.
Dengsheng Zhang, Guojun Lu
2001 — conf
A Comparison of Shape Retrieval Using Fourier Descriptors and Short-Time Fourier Descriptors.
IEEE Pacific Rim Conference on Multimedia
Dengsheng Zhang, Guojun Lu
2001 A conf
Content-Based Shape Retrieval Using Different Shape Descriptors: A Comparative Study.
ICME
Dengsheng Zhang, Guojun Lu