The digital future of farming: A bibliometric analysis of big data in smart farming research

• Journals
• DOI reference: 10.1016/j.clcb.2024.100132

Hybrid Bayesian Attention Model for estimating soil organic carbon from Landsat 8 satellite data

• Journals
• DOI reference: 10.1016/j.compag.2025.110406

Deep Learning-Based Adaptive Downsampling of Hyperspectral Bands for Soil Organic Carbon Estimation

• Journals
• DOI reference: 10.1109/ACCESS.2025.3574697

Transformer-Guided Noise Detection and Correction in Remote Sensing Data for Enhanced Soil Organic Carbon Estimation

• Journals
• DOI reference: 10.3390/rs17203463

MFU-Net: A Novel Deep Learning Framework for Unmixing Method for Sentinel-2 Imagery of Invasive Serrated Tussock (Nassella trichotoma)

• Conference Proceedings
• DOI reference: 10.1109/IVCNZ67716.2025.11281840

Evaluating the Efficacy of Sentinel-2 versus Aerial Imagery in Serrated Tussock Classification

• Conference Proceedings
• DOI reference: 10.1109/EarthSense66084.2025.11297208

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

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

• Conference Proceedings
• DOI reference: 10.1109/ICMEW63481.2024.10645353

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

• Conference Proceedings
• DOI reference: 10.1109/ICMEW63481.2024.10645460

A survey on evaluation of blockchain-based agricultural traceability

• Journals
• DOI reference: 10.1016/j.compag.2024.109548

BSDR: A Data-Efficient Deep Learning-Based Hyperspectral Band Selection Algorithm Using Discrete Relaxation

• Journals
• DOI reference: 10.3390/s24237771

Estimating Soil Organic Carbon from Multispectral Images Using Physics-Informed Neural Networks

• Conference Proceedings
• DOI reference: 10.1007/978-981-96-0963-5_22

Addressing Limitations of Common Methods in Attention-Based Hyperspectral Band Selection Algorithms

• Conference Proceedings
• DOI reference: 10.1109/DICTA63115.2024.00097

Crop monitoring by multimodal remote sensing: A review

• Journals
• DOI reference: 10.1016/j.rsase.2023.101093

Comparative Analysis of Machine and Deep Learning Models for Soil Properties Prediction from Hyperspectral Visual Band

• Journals
• DOI reference: 10.3390/environments10050077

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

• Journals
• DOI reference: 10.1109/TMM.2022.3204220

MCSNet+: Enhanced Convolutional Neural Network for Detection and Classification of Tribolium and Sitophilus Sibling Species in Actual Wheat Storage Environments

• Journals
• DOI reference: 10.3390/foods12193653

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

• Conference Proceedings
• DOI reference: 10.1109/DICTA60407.2023.00029

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

• Journals
• DOI reference: 10.1016/j.neucom.2023.03.023

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

• Journals
• DOI reference: 10.3390/s22207998

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

• Conference Proceedings
• DOI reference: 10.1109/VCIP56404.2022.10008897

Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning

• Journals
• DOI reference: 10.1109/TIP.2021.3135480

Auto-identification of two Sitophilus sibling species on stored wheat using deep convolutional neural network

• Journals
• DOI reference: 10.1002/ps.6810

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

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

• Journals
• DOI reference: 10.1109/ACCESS.2021.3089598

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

• Journals
• DOI reference: 10.1007/s11042-020-10300-1

Rice Freshness Identification Based on Visible Near-Infrared Spectroscopy and Colorimetric Sensor Array

• Journals
• DOI reference: 10.1007/s12161-021-01963-z

Learning large margin multiple granularity features with an improved siamese network for person re-identification

• Journals
• DOI reference: 10.3390/SYM12010092

An Enhanced Local Texture Descriptor for Image Segmentation

• Conference Proceedings
• DOI reference: 10.1109/ICIP40778.2020.9190895

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

• Journals
• DOI reference: 10.1109/ACCESS.2020.2969783

Network representation learning: From traditional feature learning to deep learning

• Journals
• DOI reference: 10.1109/ACCESS.2020.3037118

Rectified Softmax Loss with All-Sided Cost Sensitivity for Age Estimation

• Journals
• DOI reference: 10.1109/ACCESS.2020.2964281

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

• Conference Proceedings
• DOI reference: 10.1109/ICIP.2019.8803787

Hierarchical Colour Image Segmentation by Leveraging RGB Channels Independently

• Conference Proceedings
• DOI reference: 10.1007/978-3-030-34879-3_16

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

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

• Conference Proceedings
• DOI reference: 10.1109/DICTA47822.2019.8945934

Cuboid Colour Image Segmentation using Intuitive Distance Measure

• Conference Proceedings
• DOI reference: 10.1109/IVCNZ.2018.8634676

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

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

Characteristics of predictor sets found using differential prioritization

• Journals
• DOI reference: 10.1186/1748-7188-2-7

Comparison of retrieval effectiveness of colour-based techniques on MPEG-7 common colour dataset

• Conference Proceedings
• DOI reference: 10.1109/ICICS.2003.1292778

Investigating the class-specific relevance of predictor sets obtained from DDP-based feature selection technique

• Conference Proceedings
• DOI reference: 10.1007/11818564_8

An evaluation of the robustness of image retrieval based on vector quantization

• Conference Proceedings
• 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

Extracting road centrelines from binary road images by optimizing geodesic lines

• Conference Proceedings
• DOI reference: 10.1109/IVCNZ.2015.7761524

Degree of differential prioritization

• Journals
• DOI reference:

PTP1B regulates Eph receptor function and trafficking

• Journals
• DOI reference: 10.1083/jcb.201005035

Feature-subspace aggregating: ensembles for stable and unstable learners

• Journals
• DOI reference: 10.1007/s10994-010-5224-5

A general stochastic clustering method for automatic cluster discovery

• Journals
• DOI reference: 10.1016/j.patcog.2011.04.001

Issues of grid-cluster retrievals in swarm-based clustering

• Conference Proceedings
• DOI reference: 10.1109/CEC.2008.4630845

FaSS: Ensembles for stable learners

• Conference Proceedings
• DOI reference:

An enhancement to SIFT-based techniques for image registration

• Conference Proceedings
• DOI reference: 10.1109/DICTA.2010.39

Texture classification using multimodal invariant Local binary pattern

• Conference Proceedings
• DOI reference: 10.1109/WACV.2011.5711520

Simplifying and improving ant-based clustering

• Conference Proceedings
• DOI reference: 10.1016/j.procs.2011.04.006

Clustering gene expression data using ant-based heuristics

• Conference Proceedings
• DOI reference:

An effective and efficient contour-based corner detector using simple triangular theory

• Conference Proceedings
• DOI reference:

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

• Conference Proceedings
• DOI reference:

Achieving high multi-modal registration performance using simplified Hough-transform with improved symmetric-SIFT

• Conference Proceedings
• DOI reference: 10.1109/DICTA.2012.6411676

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

• Conference Proceedings
• DOI reference: 10.1145/2425836.2425853

Maximizing structural similarity in multimodal biomedical microscopic images for effective registration

• Conference Proceedings
• DOI reference: 10.1109/ICME.2013.6607629

Detection of structural similarity for multimodal microscopic image registration

• Conference Proceedings
• DOI reference: 10.1109/DICTA.2013.6691495

A study on the importance of differential prioritization in feature selection using toy datasets

• Conference Proceedings
• DOI reference:

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

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

• Conference Proceedings
• DOI reference: 10.1109/IVCNZ.2013.6727060

A comparative study of a practical stochastic clustering method with traditional methods

• Conference Proceedings
• DOI reference: 10.1007/978-3-642-17432-2_12

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

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

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

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

• Journals
• DOI reference: 10.3390/s16071110

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

• Journals
• DOI reference: 10.1016/j.patrec.2016.09.011

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

• Journals
• DOI reference: 10.1186/1471-2105-7-320

Image indexing and retrieval based on vector quantization

• Journals
• DOI reference: 10.1016/j.patcog.2007.01.029

Examining dissimilarity scaling in ant colony approaches to data clustering

• Conference Proceedings
• DOI reference: 10.1007/978-3-540-76931-6_24