Professor Guojun Lu
Emeritus Professor
Campus
Find me on
- Publications
Deep Learning Based Fine-Grained Image Classification: Recent Advances, Applications and Future Outlook
- Journals
- DOI reference: 10.1049/ipr2.70243
Thank you for attention: A survey on attention-based artificial neural networks for automatic speech recognition
- Journals
- DOI reference: 10.1016/j.iswa.2024.200406
Anti-aliasing deep image classifiers using novel depth adaptive blurring and activation function
- Journals
- DOI reference: 10.1016/j.neucom.2023.03.023
Few-Shot Image Classification: Current Status and Research Trends
- Journals
- DOI reference: 10.3390/electronics11111752
Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning
- Journals
- DOI reference: 10.1109/TIP.2021.3135480
Integrated generalized zero-shot learning for fine-grained classification
- Journals
- DOI reference: 10.1016/j.patcog.2021.108246
Adversarial Network with Multiple Classifiers for Open Set Domain Adaptation
- Journals
- DOI reference: 10.1109/TMM.2020.3016126
Integrating Line Weber Local Descriptor and Deep Feature for Tire Indentation Mark Image Classification
- Conference Proceedings
- DOI reference: 10.1145/3488933.3488948
Detection of Malleefowl Mounds from Point Cloud Data
- Conference Proceedings
- DOI reference: 10.1109/DICTA52665.2021.9647304
Robust Image Classification Using a Low-Pass Activation Function and DCT Augmentation
- Journals
- DOI reference: 10.1109/ACCESS.2021.3089598
Online dual dictionary learning for visual object tracking
- Journals
- DOI reference: 10.1007/s12652-020-02799-x
A novel fusion approach in the extraction of kernel descriptor with improved effectiveness and efficiency
- Journals
- DOI reference: 10.1007/s11042-020-10300-1
Adaptive weights learning in CNN feature fusion for crime scene investigation image classification
- Journals
- DOI reference: 10.1080/09540091.2021.1875987
An Enhancement to the Spatial Pyramid Matching for Image Classification and Retrieval
- Journals
- DOI reference: 10.1109/ACCESS.2020.2969783
A pupil-positioning method based on the starburst model
- Journals
- DOI reference: 10.32604/CMC.2020.010384
Distortion Robust Image Classification Using Deep Convolutional Neural Network with Discrete Cosine Transform
- Conference Proceedings
- DOI reference: 10.1109/ICIP.2019.8803787
Enhanced Transfer Learning with ImageNet Trained Classification Layer
- Conference Proceedings
- DOI reference: 10.1007/978-3-030-34879-3_12
BackNet: An Enhanced Backbone Network for Accurate Detection of Objects with Large Scale Variations
- Conference Proceedings
- DOI reference: 10.1007/978-3-030-34879-3_5
A Rotation Invariant HOG Descriptor for Tire Pattern Image Classification
- Conference Proceedings
- DOI reference: 10.1109/ICASSP.2019.8683689
Reversible data hiding in encrypted images based on image partition and spatial correlation
- Conference Proceedings
- DOI reference: 10.1007/978-3-030-11389-6_14
Voxel-based extraction of individual pylons and wires from LiDAR point cloud data
- Conference Proceedings
- DOI reference: 10.5194/isprs-annals-IV-4-W8-91-2019
An Attention-Based Approach for Single Image Super Resolution
- Conference Proceedings
- DOI reference: 10.1109/ICPR.2018.8545760
A Kernel-Based Approach for Content-Based Image Retrieval
- Conference Proceedings
- DOI reference: 10.1109/IVCNZ.2018.8634760
Image Clustering Using a Similarity Measure Incorporating Human Perception
- Conference Proceedings
- DOI reference: 10.1109/IVCNZ.2018.8634744
Enhanced Colour Image Retrieval with Cuboid Segmentation
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2018.8615856
Enhancing the Effectiveness of Local Descriptor Based Image Matching
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2018.8615800
A Novel Perceptual Dissimilarity Measure for Image Retrieval
- Conference Proceedings
- DOI reference: 10.1109/IVCNZ.2018.8634763
Classifier-Free Extraction of Power Line Wires from Point Cloud Data
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2018.8615869
Segmentation of airborne point cloud data for automatic building roof extraction
- Journals
- DOI reference: 10.1080/15481603.2017.1361509
Enhancing image registration performance by incorporating distribution and spatial distance of local descriptors
- Journals
- DOI reference: 10.1016/j.patrec.2018.01.008
A detector of structural similarity for multi-modal microscopic image registration
- Journals
- DOI reference: 10.1007/s11042-017-4669-y
COREG: a corner based registration technique for multimodal images
- Journals
- DOI reference: 10.1007/s11042-017-4907-3
A Hybrid Data Dependent Dissimilarity Measure for Image Retrieval
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2017.8227389
Cuboid Segmentation for Effective Image Retrieval
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2017.8227422
Improved Kernel Descriptors for Effective and Efficient Image Classification
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2017.8227446
Improved Tamura Features for Image Classification Using Kernel Based Descriptors
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2017.8227447
Reversible data hiding based on directional prediction and multiple histograms modification
- Conference Proceedings
- DOI reference: 10.1109/WCSP.2017.8170901
Browsing texture image databases
- Conference Proceedings
- DOI reference: 10.1109/MMMC.2005.25
Spatial statistics for content based image retrieval
- Conference Proceedings
- DOI reference: 10.1109/ITCC.2003.1197518
Content-based shape retrieval using different shape descriptors: a comparative study
- Conference Proceedings
- DOI reference: 10.1109/ICME.2001.1237928
Enhanced generic Fourier descriptors for object-based image retrieval
- Conference Proceedings
- DOI reference: 10.1109/icassp.2002.5745451
Improving retrieval performance of Zernike moment descriptor on affined shapes
- Conference Proceedings
- DOI reference: 10.1109/ICME.2002.1035754
Generic Fourier descriptor for shape-based image retrieval
- Conference Proceedings
- DOI reference: 10.1109/ICME.2002.1035809
Region-based image retrieval with perceptual colors
- Conference Proceedings
- DOI reference: 10.1007/978-3-540-30542-2_115
Study and evaluation of different Fourier methods for image retrieval
- Journals
- DOI reference: 10.1016/j.imavis.2004.09.001
Deriving high-level concepts using fuzzy-ID3 decision tree for image retrieval
- Conference Proceedings
- DOI reference: 10.1109/ICASSP.2005.1415451
Study on texture feature extraction in region-based image retrieval system
A survey of content-based image retrieval with high-level semantics
- Journals
- DOI reference: 10.1016/j.patcog.2006.04.045
Integrating semantic templates with decision tree for image semantic learning
- Conference Proceedings
- DOI reference: 10.1007/978-3-540-69429-8_19
Region-Based Image Retrieval with High-Level Semantic Color Names
- Conference Proceedings
- DOI reference: 10.1109/MMMC.2005.62
Comparison of retrieval effectiveness of colour-based techniques on MPEG-7 common colour dataset
- Conference Proceedings
- DOI reference: 10.1109/ICICS.2003.1292778
A robust corner matching technique
- Conference Proceedings
- DOI reference: 10.1109/icme.2007.4284942
Effective corner matching for transformed image identification
- Conference Proceedings
- DOI reference: 10.1007/978-3-540-77255-2_92
An evaluation of the robustness of image retrieval based on vector quantization
- Book Chapters
- DOI reference: 10.1007/3-540-45453-5_61
Effects of codebook sizes, codeword dimensions, and colour spaces on retrieval performance of image retrieval using vector quantization
- Book Chapters
- DOI reference: 10.1007/3-540-36228-2_28
Robust building roof segmentation using airborne point cloud data
- Conference Proceedings
- DOI reference: 10.1109/ICIP.2016.7532479
Extracting road centrelines from binary road images by optimizing geodesic lines
- Conference Proceedings
- DOI reference: 10.1109/IVCNZ.2015.7761524
Robust image corner detection based on the chord-to-point distance accumulation technique
- Journals
- DOI reference: 10.1109/TMM.2008.2001384
An improved curvature scale-space corner detector and a robust corner matching approach for transformed image identification
- Journals
- DOI reference: 10.1109/TIP.2008.2006441
Region-based image retrieval with high-level semantics using decision tree learning
- Journals
- DOI reference: 10.1016/j.patcog.2007.12.003
Techniques for efficient and effective transformed image identification
- Journals
- DOI reference: 10.1016/j.jvcir.2009.07.004
Spectral shape descriptor using spherical harmonics
- Journals
- DOI reference: 10.3233/ICA-2010-0335
Connectivity-based shape descriptors
- Journals
- DOI reference: 10.2316/Journal.202.2010.1.202-2601
A Survey of Audio-Based Music Classification and Annotation
- Journals
- DOI reference: 10.1109/TMM.2010.2098858
A review on automatic image annotation techniques
- Journals
- DOI reference: 10.1016/j.patcog.2011.05.013
Music classification via the bag-of-features approach
- Journals
- DOI reference: 10.1016/j.patrec.2011.06.026
Rotation Invariant Curvelet Features for Region Based Image Retrieval
- Journals
- DOI reference: 10.1007/s11263-011-0503-6
Performance Comparisons of Contour-Based Corner Detectors
- Journals
- DOI reference: 10.1109/TIP.2012.2200493
Learning Sparse Kernel Classifiers for Multi-Instance Classification
- Journals
- DOI reference: 10.1109/TNNLS.2013.2254721
Content based image retrieval using curvelet transform
- Conference Proceedings
- DOI reference: 10.1109/MMSP.2008.4665041
Music emotion annotation by machine learning
- Conference Proceedings
- DOI reference: 10.1109/MMSP.2008.4665144
A robust content-based watermarking technique
- Conference Proceedings
- DOI reference: 10.1109/MMSP.2008.4665168
A geometric method to compute directionality features for texture images
- Conference Proceedings
- DOI reference: 10.1109/ICME.2008.4607736
Automatic categorization of image regions using dominant color based vector quantization
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2008.17
Image retrieval based on semantics of intra-region color properties
- Conference Proceedings
- DOI reference: 10.1109/CIT.2008.4594698
Corners-based composite descriptor for shapes
- Conference Proceedings
- DOI reference: 10.1109/CISP.2008.698
Region based color image retrieval using curvelet transform
- Conference Proceedings
- DOI reference: 10.1007/978-3-642-12304-7_42
Spherical harmonics and distance transform for image representation and retrieval
- Conference Proceedings
- DOI reference: 10.1007/978-3-642-04394-9_38
Rotation invariant curvelet features for texture image retrieval
- Conference Proceedings
- DOI reference: 10.1109/ICME.2009.5202558
A fast corner detector based on the chord-to-point distance accumulation technique
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2009.91
Semantic image retrieval using region based inverted file
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2009.48
On feature combination for music classification
- Conference Proceedings
- DOI reference: 10.1007/978-3-642-14980-1_44
Learning naive Bayes classifiers for music classification and retrieval
- Conference Proceedings
- DOI reference: 10.1109/ICPR.2010.1121
Data-driven MAC for efficient transmission of spatially correlated data in WSNs
- Conference Proceedings
- DOI reference: 10.1007/978-3-642-15476-8_15
An enhancement to SIFT-based techniques for image registration
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2010.39
An enhancement to closed-form method for natural image matting
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2010.110
A comparative study on contour-based corner detectors
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2010.25
Novel spectral descriptor for object shape
- Conference Proceedings
- DOI reference: 10.1007/978-3-642-15702-8_6
Improved spatial pyramid matching for image classification
- Conference Proceedings
- DOI reference: 10.1007/978-3-642-19282-1_36
Texture classification using multimodal invariant Local binary pattern
- Conference Proceedings
- DOI reference: 10.1109/WACV.2011.5711520
An effective and efficient contour-based corner detector using simple triangular theory
On low-rank regularized least squares for scalable nonlinear classification
- Conference Proceedings
- DOI reference: 10.1007/978-3-642-24958-7_57
Improved symmetric-SIFT for Multi-modal image registration
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2011.40
Improving SIFT's performance by incorporating appropriate gradient information
Achieving high multi-modal registration performance using simplified Hough-transform with improved symmetric-SIFT
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2012.6411676
Learning sparse kernel classifiers in the primal
- Conference Proceedings
- DOI reference: 10.1007/978-3-642-34166-3_7
An effective method of estimating scale-invariant interest region for representing corner features
- Conference Proceedings
- DOI reference: 10.1145/2425836.2425853
A class centric feature and classifier ensemble selection approach for music genre classification
- Conference Proceedings
- DOI reference: 10.1007/978-3-642-34166-3_73
Comparison of curvelet and wavelet texture features for content based image retrieval
- Conference Proceedings
- DOI reference: 10.1109/ICME.2012.90
High quality Region-of-Interest coding for video conferencing based remote general practitioner training
Integration of LIDAR data and orthoimage for automatic 3D building roof plane extraction
Maximizing structural similarity in multimodal biomedical microscopic images for effective registration
- Conference Proceedings
- DOI reference: 10.1109/ICME.2013.6607629
A performance review of recent corner detectors
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2013.6691475
Building roof plane extraction from LIDAR data
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2013.6691490
Detection of structural similarity for multimodal microscopic image registration
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2013.6691495
The impact of global and local features on multiple sequence alignment clustering-based near-duplicate video retrieval
- Conference Proceedings
- DOI reference: 10.1007/978-3-319-03731-8_62
Enhanced polyphonic music genre classification using high level features
Image registration using modified local ternary pattern
- Conference Proceedings
- DOI reference: 10.1109/IVCNZ.2010.6148858
Combining Pyramid Match Kernel and Spatial Pyramid for Image Classification
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2016.7797022
Structural image retrieval using automatic image annotation and region based inverted file
- Journals
- DOI reference: 10.1016/j.jvcir.2013.07.004
Efficient nonlinear classification via low-rank regularised least squares
- Journals
- DOI reference: 10.1007/s00521-012-1076-1
An improved building detection in complex sites using the LIDAR height variation and point density
- Conference Proceedings
- DOI reference: 10.1109/IVCNZ.2013.6727060
Automatic segmentation of LiDAR point cloud data at different height levels for 3D building extraction
- Conference Proceedings
- DOI reference: 10.1109/ICMEW.2014.6890541
GrowMatting: A GPU-based real-time interactive method for image matting
- Conference Proceedings
- DOI reference: 10.1109/IVCNZ.2010.6148800
Automatic extraction of buildings in an urban region
- Conference Proceedings
- DOI reference: 10.1145/2683405.2683449
A novel multi-modal image registration method based on corners
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2014.7008090
Automatic building footprint extraction and regularisation from LIDAR point cloud data
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2014.7008096
Automatic building extraction from LIDAR data covering complex urban scenes
- Conference Proceedings
- DOI reference: 10.5194/isprsarchives-XL-3-25-2014
LiDAR segmentation using suitable seed points for 3D building extraction
- Conference Proceedings
- DOI reference: 10.5194/isprsarchives-XL-3-1-2014
Effective and efficient contour-based corner detectors
- Journals
- DOI reference: 10.1016/j.patcog.2015.01.016
Multimodal image registration technique based on improved local feature descriptors
- Journals
- DOI reference: 10.1117/1.JEI.24.1.013013
Fusion of LiDAR data and multispectral imagery for effective building detection based on graph and connected component analysis
- Conference Proceedings
- DOI reference: 10.5194/isprsarchives-XL-3-W2-65-2015
A New Building Mask Using the Gradient of Heights for Automatic Building Extraction
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2016.7796991
Rotation Invariant Spatial Pyramid Matching for Image Classification
- Conference Proceedings
- DOI reference: 10.1109/DICTA.2015.7371303
An Automatic Building Extraction and Regularisation Technique Using LiDAR Point Cloud Data and Orthoimage dagger
- Journals
- DOI reference: 10.3390/rs8030258
A Robust Gradient Based Method for Building Extraction from LiDAR and Photogrammetric Imagery
- Journals
- DOI reference: 10.3390/s16071110
Building Change Detection From Lidar Point Cloud Data Based on Connected Component
- Conference Proceedings
- DOI reference: 10.5194/isprsannals-II-3-W5-393-2015
Enhancing SIFT-based image registration performance by building and selecting highly discriminating descriptors
- Journals
- DOI reference: 10.1016/j.patrec.2016.09.011
A triangulation-based technique for building boundary identification from point cloud data
- Conference Proceedings
- DOI reference: 10.1109/IVCNZ.2015.7761536
Comparison of retrieval effectiveness of different region based image representations
- Conference Proceedings
- DOI reference: 10.1109/ICICS.2007.4449595
An efficient texture feature extraction algorithm for arbitrary-shaped regions
Techniques and data structures for efficient multimedia retrieval based on similarity
- Journals
- DOI reference: 10.1109/TMM.2002.802831
Effects of different Gabor Filter parameters on image retrieval by texture
- Conference Proceedings
- DOI reference: 10.1080/07303300310001593372
Multi-scale analysis of connectivity for image retrieval
- Conference Proceedings
- DOI reference: 10.1109/ICIG.2004.98
A composite descriptor for shape retrieval
- Conference Proceedings
- DOI reference: 10.1109/ICIS.2007.13
Review of shape representation and description techniques
- Journals
- DOI reference: 10.1016/j.patcog.2003.07.008
Image indexing and retrieval based on vector quantization
- Journals
- DOI reference: 10.1016/j.patcog.2007.01.029
Building sparse support vector machines for multi-instance classification
- Conference Proceedings
- DOI reference: 10.1007/978-3-642-23780-5_40
Efficient and effective transformed image identification
- Conference Proceedings
- DOI reference: 10.1109/MMSP.2008.4665141
An affine resilient curvature scale-space corner detector
- Conference Proceedings
- DOI reference: 10.1109/ICASSP.2007.366137
A new approach to texture retrieval
- Conference Proceedings
- DOI reference: 10.1109/MMSP.2005.248549
Performance study of gabor filters and rotation invariant gabor filters
- Conference Proceedings
- DOI reference: 10.1109/MMMC.2005.59
Improved perceptual tempo detection of music
- Conference Proceedings
- DOI reference: 10.1109/MMMC.2005.49
Spherical harmonics descriptor for 2D-image retrieval
- Conference Proceedings
- DOI reference: 10.1109/ICME.2005.1521371
Multiresolution analysis of connectivity
- Conference Proceedings
- DOI reference: 10.1007/11508069_8
Determination of Perceptual Tempo of music
- Conference Proceedings
- DOI reference: 10.1007/978-3-540-31807-1_4
Evaluation of similarity measurement for image retrieval
- Conference Proceedings
- DOI reference: 10.1109/ICNNSP.2003.1280752
Shape-based image retrieval using generic Fourier descriptor
- Journals
- DOI reference: 10.1016/S0923-5965(02)00084-X
A comparison of shape retrieval using fourier descriptors and short-time fourier descriptors
- Conference Proceedings
- DOI reference: 10.1007/3-540-45453-5_111
An effective World Wide Web image search engine
- Journals
- DOI reference: 10.1177/016555150102700104
Fractal-based image and video compression
- Book Chapters
- DOI reference: 10.1201/9781420037388
SIEVE - Search images effectively through visual elimination
- Conference Proceedings
- DOI reference: 10.1007/978-3-540-73417-8_46
A comparative study of curvature scale space and Fourier descriptors for shape-based image retrieval
- Journals
- DOI reference: 10.1016/s1047-3203(03)00003-8
