Shyh Wei Teng

Intell. Syst. Appl., 2024

FSDR: A Novel Deep Learning-based Feature Selection Algorithm for Pseudo Time-Series Data using Discrete Relaxation.

[BibT_eX]

[DOI]

Mohammad Arifur Rahman

Manoranjan Paul

CoRR, 2024

Automatic Malleefowl Mound Detection Using LiDAR-based Ground and Habitat Features with Planar Terrain Modelling.

[BibT_eX]

[DOI]

Nazia Hossain

Singarayer Florentine

Marc Irvin

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Unveiling Soil-Vegetation Interactions: Reflection Relationships and an Attention-Based Deep Learning Approach for Carbon Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

2023

Anti-aliasing deep image classifiers using novel depth adaptive blurring and activation function.

[BibT_eX]

[DOI]

Md Tahmid Hossain

Mohammad Arifur Rahman

Ferdous Sohel

Neurocomputing, June, 2023

A Robust Local Texture Descriptor in the Parametric Space of the Weibull Distribution.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Novel Dry Soil and Vegetation Indices to Predict Soil Contents from Landsat 8 Satellite Data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

2022

Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Soil Moisture, Organic Carbon, and Nitrogen Content Prediction with Hyperspectral Data Using Regression Models.

[BibT_eX]

[DOI]

Sensors, 2022

Integrated generalized zero-shot learning for fine-grained classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

A Guide to Employ Hyperspectral Imaging for Assessing Wheat Quality at Different Stages of Supply Chain in Australia: A Review.

[BibT_eX]

[DOI]

CoRR, 2022

A new way of video compression via forward-referencing using deep learning.

[BibT_eX]

[DOI]

CoRR, 2022

Human pose based video compression via forward-referencing using deep learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

2021

Adversarial Network With Multiple Classifiers for Open Set Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

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

[BibT_eX]

[DOI]

Multim. Tools Appl., 2021

Anti-aliasing Deep Image Classifiers using Novel Depth Adaptive Blurring and Activation Function.

[BibT_eX]

[DOI]

CoRR, 2021

A novel network training approach for open set image recognition.

[BibT_eX]

[DOI]

CoRR, 2021

An Integrated Attribute Guided Dense Attention Model for Fine-Grained Generalized Zero-Shot Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Robust Image Classification Using a Low-Pass Activation Function and DCT Augmentation.

[BibT_eX]

[DOI]

IEEE Access, 2021

Integrating Line Weber Local Descriptor and Deep Feature for Tire Indentation Mark Image Classification.

[BibT_eX]

[DOI]

Proceedings of the AIPR 2021: 4th International Conference on Artificial Intelligence and Pattern Recognition, Xiamen, China, September 24, 2021

2020

Open Set Domain Adaptation with Multi-Classifier Adversarial Network.

[BibT_eX]

[DOI]

CoRR, 2020

Network Representation Learning: From Traditional Feature Learning to Deep Learning.

[BibT_eX]

[DOI]

IEEE Access, 2020

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

[BibT_eX]

[DOI]

IEEE Access, 2020

An Enhanced Local Texture Descriptor for Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Depth Augmented Networks with Optimal Fine-tuning.

[BibT_eX]

[DOI]

CoRR, 2019

Hierarchical Colour Image Segmentation by Leveraging RGB Channels Independently.

[BibT_eX]

[DOI]

Proceedings of the Image and Video Technology - 9th Pacific-Rim Symposium, 2019

Enhanced Transfer Learning with ImageNet Trained Classification Layer.

[BibT_eX]

[DOI]

Proceedings of the Image and Video Technology - 9th Pacific-Rim Symposium, 2019

BackNet: An Enhanced Backbone Network for Accurate Detection of Objects with Large Scale Variations.

[BibT_eX]

[DOI]

Md Tahmid Hossain

Proceedings of the Image and Video Technology - 9th Pacific-Rim Symposium, 2019

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

[BibT_eX]

[DOI]

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

Improved Image Analysis Methodology for Detecting Changes in Evidence Positioning at Crime Scenes.

[BibT_eX]

[DOI]

Mark Petty

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

2018

Enhancing image registration performance by incorporating distribution and spatial distance of local descriptors.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2018

COREG: a corner based registration technique for multimodal images.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

A detector of structural similarity for multi-modal microscopic image registration.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

An Efficient Transfer Learning Technique by Using Final Fully-Connected Layer Output Features of Deep Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Cuboid Colour Image Segmentation Using Intuitive Distance Measure.

[BibT_eX]

[DOI]

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

A Novel Perceptual Dissimilarity Measure for Image Retrieval.

[BibT_eX]

[DOI]

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

Image Clustering Using a Similarity Measure Incorporating Human Perception.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Enhanced Colour Image Retrieval with Cuboid Segmentation.

[BibT_eX]

[DOI]

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

Enhancing the Effectiveness of Local Descriptor Based Image Matching.

[BibT_eX]

[DOI]

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

2017

A Hybrid Data Dependent Dissimilarity Measure for Image Retrieval.

[BibT_eX]

[DOI]

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

Cuboid Segmentation for Effective Image Retrieval.

[BibT_eX]

[DOI]

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

Improved Tamura Features for Image Classification Using Kernel Based Descriptors.

[BibT_eX]

[DOI]

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

Improved Kernel Descriptors for Effective and Efficient Image Classification.

[BibT_eX]

[DOI]

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

2016

A Robust Gradient Based Method for Building Extraction from LiDAR and Photogrammetric Imagery.

[BibT_eX]

[DOI]

Sensors, 2016

Enhancing SIFT-based image registration performance by building and selecting highly discriminating descriptors.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2016

A New Building Mask Using the Gradient of Heights for Automatic Building Extraction.

[BibT_eX]

[DOI]

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

Combining Pyramid Match Kernel and Spatial Pyramid for Image Classification.

[BibT_eX]

[DOI]

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

2015

Effective and efficient contour-based corner detectors.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Multimodal image registration technique based on improved local feature descriptors.

[BibT_eX]

[DOI]

Md. Tanvir Hossain

J. Electronic Imaging, 2015

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

[BibT_eX]

[DOI]

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

Rotation Invariant Spatial Pyramid Matching for Image Classification.

[BibT_eX]

[DOI]

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

2014

Automatic Extraction of Buildings in an Urban Region.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Image and Vision Computing New Zealand, 2014

A Novel Multi-Modal Image Registration Method Based on Corners.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014

2013

An improved building detection in complex sites using the LIDAR height variation and point density.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Image and Vision Computing New Zealand, 2013

Maximizing structural similarity in multimodal biomedical microscopic images for effective registration.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Detection of Structural Similarity for Multimodal Microscopic Image Registration.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

2012

An effective method of estimating scale-invariant interest region for representing corner features.

[BibT_eX]

[DOI]

Proceedings of the Image and Vision Computing New Zealand, 2012

Achieving High Multi-Modal Registration Performance Using Simplified Hough-Transform with Improved Symmetric-SIFT.

[BibT_eX]

[DOI]

Md. Tanvir Hossain

Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

2011

Simplifying and improving ant-based clustering.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2011

A general stochastic clustering method for automatic cluster discovery.

[BibT_eX]

[DOI]

Pattern Recognit., 2011

Feature-subspace aggregating: ensembles for stable and unstable learners.

[BibT_eX]

[DOI]

Mach. Learn., 2011

Texture classification using multimodal Invariant Local Binary Pattern.

[BibT_eX]

[DOI]

Hasan Sheikh Faridul

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

An Effective and Efficient Contour-based Corner Detector using Simple Triangular Theory.

[BibT_eX]

[DOI]

Proceedings of the 19th Pacific Conference on Computer Graphics and Applications, 2011

Improved Symmetric-SIFT for Multi-modal Image Registration.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

2010

An Enhancement to SIFT-Based Techniques for Image Registration.

[BibT_eX]

[DOI]

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

A Comparative Study of a Practical Stochastic Clustering Method with Traditional Methods.

[BibT_eX]

[DOI]

Proceedings of the AI 2010: Advances in Artificial Intelligence, 2010

2009

FaSS: Ensembles for Stable Learners.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

2008

A Study on the Importance of Differential Prioritization in Feature Selection Using Toy Datasets.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition in Bioinformatics, 2008

Issues of grid-cluster retrievals in swarm-based clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007

Image indexing and retrieval based on vector quantization.

[BibT_eX]

[DOI]

Pattern Recognit., 2007

Differential prioritization in feature selection and classifier aggregation for multiclass microarray datasets.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2007

Characteristics of predictor sets found using differential prioritization.

[BibT_eX]

[DOI]

Algorithms Mol. Biol., 2007

Examining Dissimilarity Scaling in Ant Colony Approaches to Data Clustering.

[BibT_eX]

[DOI]

Proceedings of the Progress in Artificial Life, Third Australian Conference, 2007

2006

Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass gene expression data.

[BibT_eX]

[DOI]

BMC Bioinform., 2006

Investigating the Class-Specific Relevance of Predictor Sets Obtained from DDP-Based Feature Selection Technique.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition in Bioinformatics, International Workshop, 2006

Efficient implementation of vector quantization for image retrieval.

[BibT_eX]

[DOI]

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

OVA Scheme vs. Single Machine Approach in Feature Selection for Microarray Datasets.

[BibT_eX]

[DOI]

Proceedings of the Advances in Data Mining, 2006

Reproducing the Results of Ant-based Clustering Without Using Ants.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Ehipasiko: A Content-based Image Indexing and Retrieval System.

[BibT_eX]

Proceedings of the Advances in Intelligent IT, 2006

2005

Relevance, Redundancy and Differential Prioritization in Feature Selection for Multiclass Gene Expression Data.

[BibT_eX]

[DOI]

Proceedings of the Biological and Medical Data Analysis, 6th International Symposium, 2005

2002

Effects of Codebook Sizes, Codeword Dimensions, and Colour Spaces on Retrieval Performance of Image Retrieval Using Vector Quantization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing, 2002

2001

An Evaluation of the Robustness of Image Retrieval Based on Vector Quantization.

[BibT_eX]

[DOI]