Arnold Wiliem

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 61

Top Topics

Face Recognition

Top Venues

Pattern Recognit.

Publications

Jordan Shipard, Arnold Wiliem, Kien Nguyen Thanh, Wei Xiang, Clinton Fookes
Zoom-shot: Fast and Efficient Unsupervised Zero-Shot Transfer of CLIP to Vision Encoders with Multimodal Loss. CoRR (2024)
Martin Tran, Jordan Shipard, Hermawan Mulyono, Arnold Wiliem, Clinton Fookes
SafeSea: Synthetic Data Generation for Adverse & Low Probability Maritime Conditions. WACV (Workshops) (2024)
Benjamin Kiefer, Lojze Zust, Matej Kristan, Janez Pers, Matija Tersek, Arnold Wiliem, Martin Messmer, Cheng-Yen Yang, Hsiang-Wei Huang, Zhongyu Jiang, Heng-Cheng Kuo, Jie Mei, Jenq-Neng Hwang, Daniel Stadler, Lars Sommer, Kaer Huang, Aiguo Zheng, Weitu Chong, Kanokphan Lertniphonphan, Jun Xie, Feng Chen, Jian Li, Zhepeng Wang, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Tuan-Anh Vu, Hai Nguyen-Truong, Tan-Sang Ha, Quan-Dung Pham, Sai-Kit Yeung, Yuan Feng, Nguyen Thanh Thien, Lixin Tian, Sheng-Yao Kuan, Yuan-Hao Ho, Ángel Bueno Rodríguez, Borja Carrillo-Perez, Alexander Klein, Antje Alex, Yannik Steiniger, Felix Sattler, Edgardo Solano-Carrillo, Matej Fabijanic, Magdalena Sumunec, Nadir Kapetanovic, Andreas Michel, Wolfgang Gross, Martin Weinmann
Workshop on Maritime Computer Vision (MaCVi) 2024: Challenge Results. WACV (Workshops) (2024)
Martin Tran, Jordan Shipard, Hermawan Mulyono, Arnold Wiliem, Clinton Fookes
SafeSea: Synthetic Data Generation for Adverse & Low Probability Maritime Conditions. CoRR (2023)
Jordan Shipard, Arnold Wiliem, Kien Nguyen Thanh, Wei Xiang, Clinton Fookes
Boosting Zero-shot Classification with Synthetic Data Diversity via Stable Diffusion. CoRR (2023)
Jordan Shipard, Arnold Wiliem, Kien Nguyen Thanh, Wei Xiang, Clinton Fookes
Diversity is Definitely Needed: Improving Model-Agnostic Zero-shot Classification via Stable Diffusion. CVPR Workshops (2023)
Benjamin Kiefer, Lojze Zust, Matej Kristan, Janez Pers, Matija Tersek, Arnold Wiliem, Martin Messmer, Cheng-Yen Yang, Hsiang-Wei Huang, Zhongyu Jiang, Heng-Cheng Kuo, Jie Mei, Jenq-Neng Hwang, Daniel Stadler, Lars Sommer, Kaer Huang, Aiguo Zheng, Weitu Chong, Kanokphan Lertniphonphan, Jun Xie, Feng Chen, Jian Li, Zhepeng Wang, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Tuan-Anh Vu, Hai Nguyen-Truong, Tan-Sang Ha, Quan-Dung Pham, Sai-Kit Yeung, Yuan Feng, Nguyen Thanh Thien, Lixin Tian, Sheng-Yao Kuan, Yuan-Hao Ho, Ángel Bueno Rodríguez, Borja Carrillo-Perez, Alexander Klein, Antje Alex, Yannik Steiniger, Felix Sattler, Edgardo Solano-Carrillo, Matej Fabijanic, Magdalena Sumunec, Nadir Kapetanovic, Andreas Michel, Wolfgang Gross, Martin Weinmann
The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024. CoRR (2023)
Jordan Shipard, Arnold Wiliem, Clinton Fookes
Does Interference Exist When Training a Once-For-All Network? CoRR (2022)
Jordan Shipard, Arnold Wiliem, Clinton Fookes
Does Interference Exist When Training a Once-For-All Network? CVPR Workshops (2022)
Teng Zhang, Liangchen Liu, Kun Zhao, Arnold Wiliem, Graham Hemson, Brian C. Lovell
Omni-supervised joint detection and pose estimation for wild animals. Pattern Recognit. Lett. 132 (2020)
Siqi Yang, Lin Wu, Arnold Wiliem, Brian C. Lovell
Unsupervised Domain Adaptive Object Detection Using Forward-Backward Cyclic Adaptation. ACCV (3) (2020)
Siqi Yang, Lin Wu, Arnold Wiliem, Brian C. Lovell
Unsupervised Domain Adaptive Object Detection using Forward-Backward Cyclic Adaptation. CoRR (2020)
Gemma Dianne, Arnold Wiliem, Brian C. Lovell
Deep-Learning from Mistakes: Automating Cloud Class Refinement for Sky Image Segmentation. DICTA (2019)
Liangchen Liu, Teng Zhang, Kun Zhao, Arnold Wiliem, Kieren Astin-Walmsley, Brian C. Lovell
Deep Inspection: An Electrical Distribution Pole Parts Study VIA Deep Neural Networks. ICIP (2019)
Sam Maksoud, Arnold Wiliem, Kun Zhao, Teng Zhang, Lin Wu, Brian C. Lovell
CORAL8: Concurrent Object Regression for Area Localization in Medical Image Panels. CoRR (2019)
Tianren Wang, Teng Zhang, Liangchen Liu, Arnold Wiliem, Brian C. Lovell
Cannygan: Edge-Preserving Image Translation with Disentangled Features. ICIP (2019)
Teng Zhang, Liangchen Liu, Arnold Wiliem, Stephen Connor, Zelkjo Ilich, Eddie Van Der Draai, Brian C. Lovell
Deep Corrosion Assessment for Electrical Transmission Towers. DICTA (2019)
Kun Zhao, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
Convex class model on symmetric positive definite manifolds. Image Vis. Comput. 87 (2019)
Can Peng, Kun Zhao, Arnold Wiliem, Teng Zhang, Peter Hobson, Anthony Jennings, Brian C. Lovell
To What Extent Does Downsampling, Compression, and Data Scarcity Impact Renal Image Analysis? DICTA (2019)
Can Peng, Kun Zhao, Arnold Wiliem, Teng Zhang, Peter Hobson, Anthony Jennings, Brian C. Lovell
To What Extent Does Downsampling, Compression, and Data Scarcity Impact Renal Image Analysis? CoRR (2019)
Sam Maksoud, Arnold Wiliem, Brian C. Lovell
Recurrent Attention Networks for Medical Concept Prediction. CLEF (Working Notes) (2019)
Meng Li, Lin Wu, Arnold Wiliem, Kun Zhao, Teng Zhang, Brian C. Lovell
Deep Instance-Level Hard Negative Mining Model for Histopathology Images. CoRR (2019)
Sam Maksoud, Arnold Wiliem, Kun Zhao, Teng Zhang, Lin Wu, Brian C. Lovell
CORAL8: Concurrent Object Regression for Area Localization in Medical Image Panels. MICCAI (1) (2019)
Meng Li, Lin Wu, Arnold Wiliem, Kun Zhao, Teng Zhang, Brian C. Lovell
Deep Instance-Level Hard Negative Mining Model for Histopathology Images. MICCAI (1) (2019)
Liangchen Liu, Teng Zhang, Kun Zhao, Arnold Wiliem, Kieren Astin-Walmsley, Brian C. Lovell
Deep inspection: an electrical distribution pole parts study via deep neural networks. CoRR (2019)
Siqi Yang, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
Using LIP to Gloss Over Faces in Single-Stage Face Detection Networks. ECCV (15) (2018)
Siqi Yang, Arnold Wiliem, Brian C. Lovell
It Takes Two to Tango: Cascading Off-the-Shelf Face Detectors. CVPR Workshops (2018)
Liangchen Liu, Feiping Nie, Arnold Wiliem, Zhihui Li, Teng Zhang, Brian C. Lovell
Multi-Modal Joint Clustering With Application for Unsupervised Attribute Discovery. IEEE Trans. Image Process. 27 (9) (2018)
Teng Zhang, Arnold Wiliem, Siqi Yang, Brian C. Lovell
TV-GAN: Generative Adversarial Network Based Thermal to Visible Face Recognition. ICB (2018)
Teng Zhang, Arnold Wiliem, Peter Hobson, Anthony Jennings, Brian C. Lovell
Training Region Selector for Gram Stained Slides with Limited Data: A Data Distillation Approach. DICTA (2018)
Kun Zhao, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
Convex Class Model on Symmetric Positive Definite Manifolds. CoRR (2018)
Kun Zhao, Yu Ji Jerry Tang, Teng Zhang, Johanna Carvajal, Daniel F. Smith, Arnold Wiliem, Peter Hobson, Anthony Jennings, Brian C. Lovell
DGDI: A Dataset for Detecting Glomeruli on Renal Direct Immunofluorescence. DICTA (2018)
Teng Zhang, Johanna Carvajal, Daniel F. Smith, Kun Zhao, Arnold Wiliem, Peter Hobson, Anthony Jennings, Brian C. Lovell
SlideNet: Fast and Accurate Slide Quality Assessment Based on Deep Neural Networks. CoRR (2018)
Wai Y. K. San, Teng Zhang, Shaokang Chen, Arnold Wiliem, Dario Stefanelli, Brian C. Lovell
Early Experience of Depth Estimation on Intricate Objects using Generative Adversarial Networks. DICTA (2018)
Teng Zhang, Johanna Carvajal, Daniel F. Smith, Kun Zhao, Arnold Wiliem, Peter Hobson, Anthony Jennings, Brian C. Lovell
SlideNet: Fast and Accurate Slide Quality Assessment Based on Deep Neural Networks. ICPR (2018)
Liangchen Liu, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
What is the best way for extracting meaningful attributes from pictures? Pattern Recognit. 64 (2017)
Teng Zhang, Arnold Wiliem, Siqi Yang, Brian C. Lovell
TV-GAN: Generative Adversarial Network Based Thermal to Visible Face Recognition. CoRR (2017)
Siqi Yang, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
Using LIP to Gloss Over Faces in Single-Stage Face Detection Networks. CoRR (2017)
Johanna Carvajal, Daniel F. Smith, Kun Zhao, Arnold Wiliem, Paul Finucane, Peter Hobson, Anthony Jennings, Rodney McDougall, Brian C. Lovell
An Early Experience Toward Developing Computer Aided Diagnosis for Gram-Stained Smears Images. CVPR Workshops (2017)
Siqi Yang, Arnold Wiliem, Brian C. Lovell
To face or not to face: Towards reducing false positive of face detection. IVCNZ (2016)
Johanna Carvajal, Arnold Wiliem, Chris McCool, Brian C. Lovell, Conrad Sanderson
Comparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions. PAKDD Workshops (2016)
Peter Hobson, Brian C. Lovell, Gennaro Percannella, Alessia Saggese, Mario Vento, Arnold Wiliem
Computer Aided Diagnosis for Anti-Nuclear Antibodies HEp-2 images: Progress and challenges. Pattern Recognit. Lett. 82 (2016)
Johanna Carvajal, Arnold Wiliem, Conrad Sanderson, Brian C. Lovell
Towards Miss Universe automatic prediction: The evening gown competition. ICPR (2016)
Wai Y. K. San, Shaokang Chen, Arnold Wiliem, Binn Di, Brian C. Lovell
How do you develop a face detector for the unconstrained environment? IVCNZ (2016)
Liangchen Liu, Arnold Wiliem, Shaokang Chen, Kun Zhao, Brian C. Lovell
Determining the best attributes for surveillance video keywords generation. CoRR (2016)
Johanna Carvajal, Arnold Wiliem, Chris McCool, Brian C. Lovell, Conrad Sanderson
Comparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions. CoRR (2016)
Liangchen Liu, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
What is the Best Way for Extracting Meaningful Attributes from Pictures? CoRR (2016)
Siqi Yang, Arnold Wiliem, Brian C. Lovell
The GIST of aligning faces. ICPR (2016)
Arnold Wiliem, Raviteja Vemulapalli, Brian C. Lovell
Explicit discriminative representation for improved classification of manifold features. Pattern Recognit. Lett. 80 (2016)
Johanna Carvajal, Arnold Wiliem, Conrad Sanderson, Brian C. Lovell
Towards Miss Universe Automatic Prediction: The Evening Gown Competition. CoRR (2016)
Kun Zhao, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
Manifold convex hull (MACH): Satisfying a need for SPD. ICIP (2016)
Teng Zhang, Liangchen Liu, Arnold Wiliem, Brian C. Lovell
Is alice chasing or being chased?: Determining subject and object of activities in videos. WACV (2016)
Kun Zhao, Azadeh Alavi, Arnold Wiliem, Brian C. Lovell
Efficient clustering on Riemannian manifolds: A kernelised random projection approach. Pattern Recognit. 51 (2016)
Liangchen Liu, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
Automatic and Quantitative evaluation of attribute discovery methods. CoRR (2016)
Liangchen Liu, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
Automatic and quantitative evaluation of attribute discovery methods. WACV (2016)
Liangchen Liu, Arnold Wiliem, Shaokang Chen, Kun Zhao, Brian C. Lovell
Determining the best attributes for surveillance video keywords generation. ISBA (2016)
Kun Zhao, Siqi Yang, Arnold Wiliem, Brian C. Lovell
Landmark manifold: Revisiting the Riemannian manifold approach for facial emotion recognition. ICPR (2016)
Brian C. Lovell, Gennaro Percannella, Alessia Saggese, Mario Vento, Arnold Wiliem
International Contest on Pattern Recognition techniques for indirect immunofluorescence images analysis. ICPR (2016)
Peter Hobson, Brian C. Lovell, Gennaro Percannella, Alessia Saggese, Mario Vento, Arnold Wiliem
HEp-2 staining pattern recognition at cell and specimen levels: Datasets, algorithms and results. Pattern Recognit. Lett. 82 (2016)
Mehrtash Harandi, Brian C. Lovell, Gennaro Percannella, Alessia Saggese, Mario Vento, Arnold Wiliem
Executable thematic special issue on pattern recognition techniques for indirect immunofluorescence images analysis. Pattern Recognit. Lett. 82 (2016)
Liangchen Liu, Feiping Nie, Teng Zhang, Arnold Wiliem, Brian C. Lovell
Unsupervised automatic attribute discovery method via multi-graph clustering. ICPR (2016)
Asser Samak, Arnold Wiliem, Peter Hobson, Michael Walsh, Ted Ditchmen, Arne Troskie, Sarah Barksdale, Rhonda Edwards, Anthony Jennings, Brian C. Lovell
An Optimization Approach to Scanning Skin Direct Immunofluorescence Specimens. DICTA (2015)
Anastasia Miros, Arnold Wiliem, Kim Holohan, Lauren Ball, Peter Hobson, Brian C. Lovell
A Benchmarking Platform for Mitotic Cell Classification of ANA IIF HEp-2 Images. DICTA (2015)
Kun Zhao, Azadeh Alavi, Arnold Wiliem, Brian C. Lovell
Efficient Clustering on Riemannian Manifolds: A Kernelised Random Projection Approach. CoRR (2015)
Daniel F. Smith, Arnold Wiliem, Brian C. Lovell
Binary watermarks: a practical method to address face recognition replay attacks on consumer mobile devices. ISBA (2015)
Daniel F. Smith, Arnold Wiliem, Brian C. Lovell
Face Recognition on Consumer Devices: Reflections on Replay Attacks. IEEE Trans. Inf. Forensics Secur. 10 (4) (2015)
Matthew Crossman, Arnold Wiliem, Paul Finucane, Anthony Jennings, Brian C. Lovell
A multiple covariance approach for cell detection of Gram-stained smears images. ICASSP (2015)
Teng Zhang, Arnold Wiliem, Graham Hemson, Brian C. Lovell
Detecting kangaroos in the wild: the first step towards automated animal surveillance. ICASSP (2015)
Kun Zhao, Arnold Wiliem, Brian C. Lovell
Kernelised orthonormal random projection on grassmann manifolds with applications to action and gait-based gender recognition. ISBA (2015)
Peter Hobson, Brian C. Lovell, Gennaro Percannella, Mario Vento, Arnold Wiliem
Benchmarking human epithelial type 2 interphase cells classification methods on a very large dataset. Artif. Intell. Medicine 65 (3) (2015)
Masoud Faraki, Mehrtash Tafazzoli Harandi, Arnold Wiliem, Brian C. Lovell
Fisher tensors for classifying human epithelial cells. Pattern Recognit. 47 (7) (2014)
Arnold Wiliem, Conrad Sanderson, Yongkang Wong, Peter Hobson, Rodney F. Minchin, Brian C. Lovell
Automatic classification of Human Epithelial type 2 cell Indirect Immunofluorescence images using Cell Pyramid Matching. Pattern Recognit. 47 (7) (2014)
Azadeh Alavi, Arnold Wiliem, Kun Zhao, Brian C. Lovell, Conrad Sanderson
Random Projections on Manifolds of Symmetric Positive Definite Matrices for Image Classification. CoRR (2014)
Arnold Wiliem, Conrad Sanderson, Yongkang Wong, Peter Hobson, Rodney F. Minchin, Brian C. Lovell
Automatic Classification of Human Epithelial Type 2 Cell Indirect Immunofluorescence Images using Cell Pyramid Matching. CoRR (2014)
Azadeh Alavi, Arnold Wiliem, Kun Zhao, Brian C. Lovell, Conrad Sanderson
Random projections on manifolds of Symmetric Positive Definite matrices for image classification. WACV (2014)
Arnold Wiliem, Peter Hobson, Brian C. Lovell
Discovering Discriminative Cell Attributes for HEp-2 Specimen Image Classification. CoRR (2014)
Peter Hobson, Brian C. Lovell, Gennaro Percannella, Mario Vento, Arnold Wiliem
Classifying Anti-nuclear Antibodies HEp-2 Images: A Benchmarking Platform. ICPR (2014)
Liangchen Liu, Arnold Wiliem, Shaokang Chen, Brian C. Lovell
Automatic Image Attribute Selection for Zero-Shot Learning of Object Categories. ICPR (2014)
Shaokang Chen, Arnold Wiliem, Conrad Sanderson, Brian C. Lovell
Matching Image Sets via Adaptive Multi Convex Hull. CoRR (2014)
Yan Yang, Arnold Wiliem, Azadeh Alavi, Brian C. Lovell, Peter Hobson
Visual learning and classification of human epithelial type 2 cell images through spontaneous activity patterns. Pattern Recognit. 47 (7) (2014)
Arnold Wiliem, Peter Hobson, Brian C. Lovell
Discovering discriminative cell attributes for HEp-2 specimen image classification. WACV (2014)
Shaokang Chen, Arnold Wiliem, Conrad Sanderson, Brian C. Lovell
Matching image sets via adaptive multi convex hull. WACV (2014)
Yan Yang, Arnold Wiliem, Azadeh Alavi, Peter Hobson
Classification of human epithelial type 2 cell images using independent component analysis. ICIP (2013)
Teng Zhang, Arnold Wiliem, Brian C. Lovell
Region-Based Anomaly Localisation in Crowded Scenes via Trajectory Analysis and Path Prediction. DICTA (2013)
Arnold Wiliem, Yongkang Wong, Conrad Sanderson, Peter Hobson, Shaokang Chen, Brian C. Lovell
Classification of Human Epithelial Type 2 Cell Indirect Immunofluoresence Images via Codebook Based Descriptors CoRR (2013)
Arnold Wiliem, Yongkang Wong, Conrad Sanderson, Peter Hobson, Shaokang Chen, Brian C. Lovell
Classification of Human Epithelial type 2 cell indirect immunofluoresence images via codebook based descriptors. WACV (2013)
Mehrtash Tafazzoli Harandi, Conrad Sanderson, Arnold Wiliem, Brian C. Lovell
Kernel analysis over Riemannian manifolds for visual recognition of actions, pedestrians and textures. WACV (2012)
Arnold Wiliem, Vamsi Krishna Madasu, Wageeh W. Boles, Prasad K. D. V. Yarlagadda
A suspicious behaviour detection using a context space model for smart surveillance systems. Comput. Vis. Image Underst. 116 (2) (2012)
Arnold Wiliem, Vamsi Krishna Madasu, Wageeh W. Boles, Prasad K. D. V. Yarlagadda
A Context Space Model for Detecting Anomalous Behaviour in Video Surveillance. ITNG (2012)
Arnold Wiliem, Peter Hobson, Rodney F. Minchin, Brian C. Lovell
An Automatic Image Based Single Dilution Method for End Point Titre Quantitation of Antinuclear Antibodies Tests Using HEp-2 Cells. DICTA (2011)
Arnold Wiliem, Vamsi Krishna Madasu, Wageeh W. Boles, Prasad K. D. V. Yarlagadda
An Update-Describe Approach for Human Action Recognition in Surveillance Video. DICTA (2010)
Arnold Wiliem, Vamsi Krishna Madasu, Wageeh W. Boles, Prasad K. D. V. Yarlagadda
Adaptive unsupervised learning of human actions. ICDP (2009)
Arnold Wiliem, Vamsi Krishna Madasu, Wageeh W. Boles, Prasad K. D. V. Yarlagadda
A Context-Based Approach for Detecting Suspicious Behaviours. DICTA (2009)
Arnold Wiliem, Vamsi Krishna Madasu, Wageeh W. Boles, Prasad K. D. V. Yarlagadda
Detecting Uncommon Trajectories. DICTA (2008)