Suzanne Little

According to our database1, Suzanne Little authored at least 83 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
ConvLoRA and AdaBN based Domain Adaptation via Self-Training.
CoRR, 2024

2023
An Ensemble Deep Learning Approach for COVID-19 Severity Prediction Using Chest CT Scans.
CoRR, 2023

Multimodal Composite Association Score: Measuring Gender Bias in Generative Multimodal Models.
CoRR, 2023

Constructing a Meta-Learner for Unsupervised Anomaly Detection.
IEEE Access, 2023

Multimodal Bias: Assessing Gender Bias in Computer Vision Models with NLP Techniques.
Proceedings of the 25th International Conference on Multimodal Interaction, 2023

More than Meets the (Artificial) Eye: Exploring Historical Photographs from Ireland with Computer Vision Methods.
Proceedings of the Annual International Conference of the Alliance of Digital Humanities Organizations, 2023

Biased Attention: Do Vision Transformers Amplify Gender Bias More than Convolutional Neural Networks?
Proceedings of the 34th British Machine Vision Conference 2023, 2023

Measuring Bias in Multimodal Models: Multimodal Composite Association Score.
Proceedings of the Advances in Bias and Fairness in Information Retrieval, 2023

Gender Bias in Multimodal Models: A Transnational Feminist Approach Considering Geographical Region and Culture.
Proceedings of the 1st Workshop on Fairness and Bias in AI co-located with 26th European Conference on Artificial Intelligence (ECAI 2023), 2023

2022
Random Data Augmentation based Enhancement: A Generalized Enhancement Approach for Medical Datasets.
CoRR, 2022

The ASU-DCU International Research and Workforce Development Program on Sensors and Machine Learning.
Proceedings of the 13th International Conference on Information, 2022

Incorporating Spatio-Temporal Information in Frustum-ConvNet for Improved 3D Object Detection in Instrumented Vehicles.
Proceedings of the 10th European Workshop on Visual Information Processing, 2022

2021
Extracting knowledge from Deep Neural Networks through graph analysis.
Future Gener. Comput. Syst., 2021

TrollsWithOpinion: A Dataset for Predicting Domain-specific Opinion Manipulation in Troll Memes.
CoRR, 2021

Urban Footpath Image Dataset to Assess Pedestrian Mobility.
Proceedings of the UrbanMM'21: Proceedings of the 1st International Workshop on Multimedia Computing for Urban Data, 2021

UrbanAccess: Query Driven Urban Analytics Platform for Detecting Complex Accessibility Event Patterns using Tactile Surfaces.
Proceedings of the UrbanMM'21: Proceedings of the 1st International Workshop on Multimedia Computing for Urban Data, 2021

UrbanMM'21: 1st International Workshop on Multimedia Computing for Urban Data.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Dataset Diversity: Measuring and Mitigating Geographical Bias in Image Search and Retrieval.
Proceedings of the Trustworthy AI'21: Proceedings of the 1st International Workshop on Trustworthy AI for Multimedia Computing, 2021

2020
ECIR 2020 workshops: assessing the impact of going online.
SIGIR Forum, 2020

Multiple Path Prediction for Traffic Scenes using LSTMs and Mixture Density Models.
Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems, 2020

Utilising Visual Attention Cues for Vehicle Detection and Tracking.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
A Low-Cost Smart Sensor Network for Catchment Monitoring.
Sensors, 2019

Fashion Police: Towards Semantic Indexing of Clothing Information in Surveillance Data.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

MediaEval 2019: Concealed FGSM Perturbations for Privacy Preservation.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

A Single-Shot Approach Using an LSTM for Moving Object Path Prediction.
Proceedings of the Ninth International Conference on Image Processing Theory, 2019

Saliency Guided 2D-Object Annotation for Instrumented Vehicles.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

Semi-Automatic Multi-Object Video Annotation Based on Tracking, Prediction and Semantic Segmentation.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

2018
A novel shape descriptor based on salient keypoints detection for binary image matching and retrieval.
Multim. Tools Appl., 2018

Performance of video processing at the edge for crowd-monitoring applications.
Proceedings of the 4th IEEE World Forum on Internet of Things, 2018

A Deep Residual Architecture for Skin Lesion Segmentation.
Proceedings of the OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis, 2018

A Residual Encoder-Decoder Network for Semantic Segmentation in Autonomous Driving Scenarios.
Proceedings of the 26th European Signal Processing Conference, 2018

People, Penguins and Petri Dishes: Adapting Object Counting Models to New Visual Domains and Object Types Without Forgetting.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Enriching the Fan Experience in a Smart Stadium Using Internet of Things Technologies.
Int. J. Semantic Comput., 2017

Fully Convolutional Crowd Counting on Highly Congested Scenes.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

Understanding packet loss for sound monitoring in a smart stadium IoT testbed.
Proceedings of the First ACM International Workshop on the Engineering of Reliable, 2017

An Annotation System for Egocentric Image Media.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Automatic MOOC Video Classification using Transcript Features and Convolutional Neural Networks.
Proceedings of the 2017 ACM Workshop on Multimedia-based Educational and Knowledge Technologies for Personalized and Social Online Training, 2017

A comparison between end-to-end approaches and feature extraction based approaches for Sign Language recognition.
Proceedings of the 2017 International Conference on Image and Vision Computing New Zealand, 2017

Educational video classification by using a transcript to image transform and supervised learning.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017

Irish Sign Language Recognition Using Principal Component Analysis and Convolutional Neural Networks.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

ResnetCrowd: A residual deep learning architecture for crowd counting, violent behaviour detection and crowd density level classification.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

Action localization in video using a graph-based feature representation.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

2016
Guest Editorial.
IET Comput. Vis., 2016

Smart Stadium for Smarter Living: Enriching the Fan Experience.
Proceedings of the IEEE International Symposium on Multimedia, 2016

Holistic features for real-time crowd behaviour anomaly detection.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
Action recognition in video using a spatial-temporal graph-based feature representation.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

2014
An Evaluation of Local Action Descriptors for Human Action Classification in the Presence of Occlusion.
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

Empirical Exploration of Extreme SVM-RBF Parameter Values for Visual Object Classification.
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

2013
SAVASA Project @ TRECVid 2013: Semantic Indexing and Interactive Surveillance Event Detection.
Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

An information retrieval approach to identifying infrequent events in surveillance video.
Proceedings of the International Conference on Multimedia Retrieval, 2013


The Impact of Video Transcoding Parameters on Event Detection for Surveillance Systems.
Proceedings of the 2013 IEEE International Symposium on Multimedia, 2013

Action recognition based on sparse motion trajectories.
Proceedings of the IEEE International Conference on Image Processing, 2013

Identifying and addressing challenges for search and analysis of disparate surveillance video archives.
Proceedings of the 5th International Conference on Imaging for Crime Detection and Prevention, 2013

2012

2011
Formal Metadata and Shared Experiences for Discovering Tools to Adapt Open Educational Resources.
Proceedings of the Seventh International Conference on Signal-Image Technology and Internet-Based Systems, 2011

Multimedia: information representation and access.
Proceedings of the Interactive Information Seeking, Behaviour and Retrieval., 2011

Multimedia: behaviour, interfaces and interaction.
Proceedings of the Interactive Information Seeking, Behaviour and Retrieval., 2011

2010
ECIR 2010: 32nd european conference on information retrieval research.
SIGIR Forum, 2010

Evaluation of Feature Subset Selection, Feature Weighting, and Prototype Selection for Biomedical Applications.
J. Softw. Eng. Appl., 2010

NewsRoom: an information-seeking support system for news videos.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Recent Developments in Information Retrieval.
Proceedings of the Advances in Information Retrieval, 2010

An Overview of Evaluation Campaigns in Multimedia Retrieval.
Proceedings of the ImageCLEF, Experimental Evaluation in Visual Information Retrieval, 2010

2009
Can Prototype-Based Classification be a good Method for Biomedical Applications?.
Trans. Mach. Learn. Data Min., 2009

Automated Content Based Video Retrieval.
Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

Conservation of effort in feature selection for image annotation.
Proceedings of the 2009 IEEE International Workshop on Multimedia Signal Processing, 2009

MMIS at ImageCLEF 2009: Non-parametric Density Estimation Algorithms.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

2008
Semantic Video Annotation using Background Knowledge and Similarity-based Video Retrieval.
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Evaluation of Feature Subset Selection, Feature Weighting, and Prototype Selection for Biomedical Applications.
Proceedings of the Advances in Case-Based Reasoning, 9th European Conference, 2008

Evaluating a Case-Based Classifier for Biomedical Applications.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

2007
Semi-automatic Semantic Tagging of 3D Images from Pancreas Cells.
Proceedings of the Advances in Mass Data Analysis of Signals and Images in Medicine, 2007

Semi-Automatic Semantic Annotation of Images.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Integration of Structural and Semantic Models for Multimedia Metadata Management.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2007

2006
Semantic Framework for the Management, Analysis and Assimilation of Mixed-media Scientific Data
PhD thesis, 2006

MultiMedia Metadata Management: a Proposal for an Infrastructure.
Proceedings of the SWAP 2006, 2006

2005
A framework to enable the semantic inferencing and querying of multimedia content.
Int. J. Web Eng. Technol., 2005

Evaluating the application of semantic inferencing rules to image annotation.
Proceedings of the 3rd International Conference on Knowledge Capture (K-CAP 2005), 2005

2004
Realizing the Hydrogen Economy through Semantic Web Technologies.
IEEE Intell. Syst., 2004

Rules-By-Example - A Novel Approach to Semantic Indexing and Querying of Images.
Proceedings of the Semantic Web, 2004

Cuypers Meets Users: Implementing a User Model Architecture for Multimedia Presentation Generation.
Proceedings of the 10th International Multimedia Modeling Conference (MMM 2004), 2004

Next Generation Search Interfaces - Interactive Data Exploration and Hypothesis Formulation.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2004

2002
Dynamic Generation of Intelligent Multimedia Presentations through Semantic Inferencing.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2002

2001
Building and Indexing a Distributed Multimedia Presentation Archive Using SMIL.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2001


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