Arnold Wiliem

Orcid: 0000-0001-8746-9394

According to our database1, Arnold Wiliem authored at least 72 papers between 2008 and 2024.

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

Timeline

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Bibliography

2024
Zoom-shot: Fast and Efficient Unsupervised Zero-Shot Transfer of CLIP to Vision Encoders with Multimodal Loss.
CoRR, 2024

2023
Diversity is Definitely Needed: Improving Model-Agnostic Zero-shot Classification via Stable Diffusion.
Dataset, April, 2023

SafeSea: Synthetic Data Generation for Adverse & Low Probability Maritime Conditions.
CoRR, 2023

The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024.
CoRR, 2023

Boosting Zero-shot Classification with Synthetic Data Diversity via Stable Diffusion.
CoRR, 2023

Diversity is Definitely Needed: Improving Model-Agnostic Zero-shot Classification via Stable Diffusion.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Does Interference Exist When Training a Once-For-All Network?
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2020
Omni-supervised joint detection and pose estimation for wild animals.
Pattern Recognit. Lett., 2020

Unsupervised Domain Adaptive Object Detection Using Forward-Backward Cyclic Adaptation.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
Convex class model on symmetric positive definite manifolds.
Image Vis. Comput., 2019

CORAL8: Concurrent Object Regression for Area Localization in Medical Image Panels.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Deep Instance-Level Hard Negative Mining Model for Histopathology Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Cannygan: Edge-Preserving Image Translation with Disentangled Features.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Deep Inspection: An Electrical Distribution Pole Parts Study VIA Deep Neural Networks.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Deep Corrosion Assessment for Electrical Transmission Towers.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

To What Extent Does Downsampling, Compression, and Data Scarcity Impact Renal Image Analysis?
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Deep-Learning from Mistakes: Automating Cloud Class Refinement for Sky Image Segmentation.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Recurrent Attention Networks for Medical Concept Prediction.
Proceedings of the Working Notes of CLEF 2019, 2019

2018
Multi-Modal Joint Clustering With Application for Unsupervised Attribute Discovery.
IEEE Trans. Image Process., 2018

SlideNet: Fast and Accurate Slide Quality Assessment Based on Deep Neural Networks.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

TV-GAN: Generative Adversarial Network Based Thermal to Visible Face Recognition.
Proceedings of the 2018 International Conference on Biometrics, 2018

Using LIP to Gloss Over Faces in Single-Stage Face Detection Networks.
Proceedings of the Computer Vision - ECCV 2018, 2018

DGDI: A Dataset for Detecting Glomeruli on Renal Direct Immunofluorescence.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Training Region Selector for Gram Stained Slides with Limited Data: A Data Distillation Approach.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Early Experience of Depth Estimation on Intricate Objects using Generative Adversarial Networks.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

It Takes Two to Tango: Cascading Off-the-Shelf Face Detectors.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
What is the best way for extracting meaningful attributes from pictures?
Pattern Recognit., 2017

An Early Experience Toward Developing Computer Aided Diagnosis for Gram-Stained Smears Images.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Explicit discriminative representation for improved classification of manifold features.
Pattern Recognit. Lett., 2016

HEp-2 staining pattern recognition at cell and specimen levels: Datasets, algorithms and results.
Pattern Recognit. Lett., 2016

Computer Aided Diagnosis for Anti-Nuclear Antibodies HEp-2 images: Progress and challenges.
Pattern Recognit. Lett., 2016

Executable thematic special issue on pattern recognition techniques for indirect immunofluorescence images analysis.
Pattern Recognit. Lett., 2016

Efficient clustering on Riemannian manifolds: A kernelised random projection approach.
Pattern Recognit., 2016

Is alice chasing or being chased?: Determining subject and object of activities in videos.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Automatic and quantitative evaluation of attribute discovery methods.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Comparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2016

To face or not to face: Towards reducing false positive of face detection.
Proceedings of the 2016 International Conference on Image and Vision Computing New Zealand, 2016

How do you develop a face detector for the unconstrained environment?
Proceedings of the 2016 International Conference on Image and Vision Computing New Zealand, 2016

Determining the best attributes for surveillance video keywords generation.
Proceedings of the IEEE International Conference on Identity, 2016

Landmark manifold: Revisiting the Riemannian manifold approach for facial emotion recognition.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

The GIST of aligning faces.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

International Contest on Pattern Recognition techniques for indirect immunofluorescence images analysis.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Unsupervised automatic attribute discovery method via multi-graph clustering.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Towards Miss Universe automatic prediction: The evening gown competition.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Manifold convex hull (MACH): Satisfying a need for SPD.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
Face Recognition on Consumer Devices: Reflections on Replay Attacks.
IEEE Trans. Inf. Forensics Secur., 2015

Benchmarking human epithelial type 2 interphase cells classification methods on a very large dataset.
Artif. Intell. Medicine, 2015

Kernelised orthonormal random projection on grassmann manifolds with applications to action and gait-based gender recognition.
Proceedings of the IEEE International Conference on Identity, 2015

Binary watermarks: a practical method to address face recognition replay attacks on consumer mobile devices.
Proceedings of the IEEE International Conference on Identity, 2015

Detecting kangaroos in the wild: the first step towards automated animal surveillance.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A multiple covariance approach for cell detection of Gram-stained smears images.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

An Optimization Approach to Scanning Skin Direct Immunofluorescence Specimens.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

A Benchmarking Platform for Mitotic Cell Classification of ANA IIF HEp-2 Images.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

2014
Visual learning and classification of human epithelial type 2 cell images through spontaneous activity patterns.
Pattern Recognit., 2014

Automatic classification of Human Epithelial type 2 cell Indirect Immunofluorescence images using Cell Pyramid Matching.
Pattern Recognit., 2014

Fisher tensors for classifying human epithelial cells.
Pattern Recognit., 2014

Discovering discriminative cell attributes for HEp-2 specimen image classification.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Matching image sets via adaptive multi convex hull.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Random projections on manifolds of Symmetric Positive Definite matrices for image classification.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Automatic Image Attribute Selection for Zero-Shot Learning of Object Categories.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Classifying Anti-nuclear Antibodies HEp-2 Images: A Benchmarking Platform.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
Classification of Human Epithelial type 2 cell indirect immunofluoresence images via codebook based descriptors.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Classification of human epithelial type 2 cell images using independent component analysis.
Proceedings of the IEEE International Conference on Image Processing, 2013

Region-Based Anomaly Localisation in Crowded Scenes via Trajectory Analysis and Path Prediction.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

2012
A suspicious behaviour detection using a context space model for smart surveillance systems.
Comput. Vis. Image Underst., 2012

Kernel analysis over Riemannian manifolds for visual recognition of actions, pedestrians and textures.
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

A Context Space Model for Detecting Anomalous Behaviour in Video Surveillance.
Proceedings of the Ninth International Conference on Information Technology: New Generations, 2012

2011
An Automatic Image Based Single Dilution Method for End Point Titre Quantitation of Antinuclear Antibodies Tests Using HEp-2 Cells.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

2010
An Update-Describe Approach for Human Action Recognition in Surveillance Video.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

2009
Adaptive unsupervised learning of human actions.
Proceedings of the 3rd International Conference on Imaging for Crime Detection and Prevention, 2009

A Context-Based Approach for Detecting Suspicious Behaviours.
Proceedings of the DICTA 2009, 2009

2008
Detecting Uncommon Trajectories.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2008


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