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ORCIDJonathon S. Hare
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- affiliation: University of Southampton, Department of Electronics and Computer Science, UK
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2020 – today
- 2024
[j18]Sulaiman Sadiq
, Jonathon S. Hare, Simon Craske, Partha Maji, Geoff V. Merrett:
Enabling ImageNet-Scale Deep Learning on MCUs for Accurate and Efficient Inference. IEEE Internet Things J. 11(7): 11471-11479 (2024)- [c59]Anastasios Dimitriou, Benjamin Biggs, Jonathon S. Hare, Geoff V. Merrett:
FPGA Acceleration of Dynamic Neural Networks: Challenges and Advancements. COINS 2024: 1-5 - [c58]Lei Xun, Mingyu Hu, Hengrui Zhao, Amit Kumar Singh, Jonathon S. Hare, Geoff V. Merrett:
Fluid Dynamic DNNs for Reliable and Adaptive Distributed Inference on Edge Devices. DATE 2024: 1-2 - [i29]Lei Xun, Mingyu Hu, Hengrui Zhao, Amit Kumar Singh, Jonathon S. Hare, Geoff V. Merrett:
Fluid Dynamic DNNs for Reliable and Adaptive Distributed Inference on Edge Devices. CoRR abs/2401.08943 (2024) - [i28]Lei Xun, Jonathon S. Hare, Geoff V. Merrett:
Dynamic DNNs and Runtime Management for Efficient Inference on Mobile/Embedded Devices. CoRR abs/2401.08965 (2024) - 2023
- [c57]Anstasios Dimitriou, Mingyu Hu, Jonathon S. Hare, Geoff V. Merrett:
Exploration of Decision Sub-Network Architectures for FPGA-based Dynamic DNNs. DATE 2023: 1-2 - 2022
- [j17]Bhumika Mistry, Katayoun Farrahi, Jonathon S. Hare:
A Primer for Neural Arithmetic Logic Modules. J. Mach. Learn. Res. 23: 185:1-185:58 (2022) - [j16]Amin Sabet, Jonathon S. Hare, Bashir M. Al-Hashimi, Geoff V. Merrett:
Similarity-Aware CNN for Efficient Video Recognition at the Edge. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(11): 4901-4914 (2022) - [j15]Bhumika Mistry, Katayoun Farrahi, Jonathon S. Hare:
Exploring the Learning Mechanisms of Neural Division Modules. Trans. Mach. Learn. Res. 2022 (2022) - [c56]Sulaiman Sadiq, Jonathon S. Hare, Partha Maji, Simon Craske, Geoff V. Merrett:
TinyOps: ImageNet Scale Deep Learning on Microcontrollers. CVPR Workshops 2022: 2701-2705 - [c55]Zezhen Zeng, Jonathon S. Hare, Adam Prügel-Bennett:
Compositing Foreground and Background Using Variational Autoencoders. ICPRAI (1) 2022: 553-566 - [c54]Zezhen Zeng, Jonathon S. Hare, Adam Prügel-Bennett:
Unsupervised Representation Learning via Information Compression. ICPRAI (1) 2022: 567-578 - [i27]Daniela Mihai, Jonathon S. Hare:
Physically Embodied Deep Image Optimisation. CoRR abs/2201.08142 (2022) - [i26]Lei Xun, Bashir M. Al-Hashimi, Jonathon S. Hare, Geoff V. Merrett:
Dynamic DNNs Meet Runtime Resource Management on Mobile and Embedded Platforms. CoRR abs/2206.02525 (2022) - [i25]Bhumika Mistry, Katayoun Farrahi, Jonathon S. Hare:
Improving the Robustness of Neural Multiplication Units with Reversible Stochasticity. CoRR abs/2211.05624 (2022) - 2021
- [j14]Ethan Harris, Daniela Mihai, Jonathon S. Hare:
How Convolutional Neural Network Architecture Biases Learned Opponency and Color Tuning. Neural Comput. 33(4): 858-898 (2021) - [j13]Yan Sun, Jonathon S. Hare, Mark S. Nixon:
On parameterizing higher-order motion for behaviour recognition. Pattern Recognit. 112: 107710 (2021) - [c53]Jia Bi, Jonathon S. Hare, Geoff V. Merrett:
GhostShiftAddNet: More Features from Energy-Efficient Operations. BMVC 2021: 94 - [c52]Wei Lou, Lei Xun, Amin Sabet, Jia Bi, Jonathon S. Hare, Geoff V. Merrett:
Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms. CVPR Workshops 2021: 3110-3118 - [c51]Hishan Parry, Lei Xun, Amin Sabet, Jia Bi, Jonathon S. Hare, Geoff V. Merrett:
Dynamic Transformer for Efficient Machine Translation on Embedded Devices. MLCAD 2021: 1-6 - [c50]Daniela Mihai, Jonathon S. Hare:
Learning to Draw: Emergent Communication through Sketching. NeurIPS 2021: 7153-7166 - [i24]Bhumika Mistry, Katayoun Farrahi, Jonathon S. Hare:
A Primer for Neural Arithmetic Logic Modules. CoRR abs/2101.09530 (2021) - [i23]Daniela Mihai, Jonathon S. Hare:
The emergence of visual semantics through communication games. CoRR abs/2101.10253 (2021) - [i22]Daniela Mihai, Jonathon S. Hare:
Differentiable Drawing and Sketching. CoRR abs/2103.16194 (2021) - [i21]Wei Lou, Lei Xun, Amin Sabet, Jia Bi, Jonathon S. Hare, Geoff V. Merrett:
Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms. CoRR abs/2105.03596 (2021) - [i20]Daniela Mihai, Jonathon S. Hare:
Learning to Draw: Emergent Communication through Sketching. CoRR abs/2106.02067 (2021) - [i19]Amin Sabet, Jonathon S. Hare, Bashir M. Al-Hashimi, Geoff V. Merrett:
Temporal Early Exits for Efficient Video Object Detection. CoRR abs/2106.11208 (2021) - [i18]Hishan Parry, Lei Xun, Amin Sabet, Jia Bi, Jonathon S. Hare, Geoff V. Merrett:
Dynamic Transformer for Efficient Machine Translation on Embedded Devices. CoRR abs/2107.08199 (2021) - [i17]Yue Jiao, Jonathon S. Hare, Adam Prügel-Bennett:
What Remains of Visual Semantic Embeddings. CoRR abs/2107.11991 (2021) - [i16]Jia Bi, Jonathon S. Hare, Geoff V. Merrett:
GhostShiftAddNet: More Features from Energy-Efficient Operations. CoRR abs/2109.09495 (2021) - [i15]Bhumika Mistry, Katayoun Farrahi, Jonathon S. Hare:
Learning Division with Neural Arithmetic Logic Modules. CoRR abs/2110.05177 (2021) - [i14]Daniela Mihai, Jonathon S. Hare:
Shared Visual Representations of Drawing for Communication: How do different biases affect human interpretability and intent? CoRR abs/2110.08203 (2021) - 2020
- [j12]Pavlos Vougiouklis, Eddy Maddalena, Jonathon S. Hare, Elena Simperl:
Point at the Triple: Generation of Text Summaries from Knowledge Base Triples. J. Artif. Intell. Res. 69: 1-31 (2020) - [c49]Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett:
FSPool: Learning Set Representations with Featurewise Sort Pooling. ICLR 2020 - [c48]Pavlos Vougiouklis, Eddy Maddalena, Jonathon S. Hare, Elena Simperl:
Point at the Triple: Generation of Text Summaries from Knowledge Base Triples (Extended Abstract). IJCAI 2020: 5080-5084 - [c47]Matthew Painter, Adam Prügel-Bennett, Jonathon S. Hare:
Linear Disentangled Representations and Unsupervised Action Estimation. NeurIPS 2020 - [i13]Ethan Harris, Antonia Marcu, Matthew Painter, Mahesan Niranjan, Adam Prügel-Bennett, Jonathon S. Hare:
Understanding and Enhancing Mixed Sample Data Augmentation. CoRR abs/2002.12047 (2020) - [i12]Matthew Painter, Jonathon S. Hare, Adam Prügel-Bennett:
Linear Disentangled Representations and Unsupervised Action Estimation. CoRR abs/2008.07922 (2020) - [i11]Ethan Harris, Daniela Mihai, Jonathon S. Hare:
How Convolutional Neural Network Architecture Biases Learned Opponency and Colour Tuning. CoRR abs/2010.02634 (2020)
2010 – 2019
- 2019
- [c46]Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett:
Learning Representations of Sets through Optimized Permutations. ICLR (Poster) 2019 - [c45]Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett:
Deep Set Prediction Networks. NeurIPS 2019: 3207-3217 - [i10]Ethan Harris, Mahesan Niranjan, Jonathon S. Hare:
A Biologically Inspired Visual Working Memory for Deep Networks. CoRR abs/1901.03665 (2019) - [i9]Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett:
FSPool: Learning Set Representations with Featurewise Sort Pooling. CoRR abs/1906.02795 (2019) - [i8]Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett:
Deep Set Prediction Networks. CoRR abs/1906.06565 (2019) - [i7]Ethan Harris, Daniela Mihai, Jonathon S. Hare:
Spatial and Colour Opponency in Anatomically Constrained Deep Networks. CoRR abs/1910.11086 (2019) - [i6]Daniela Mihai, Jonathon S. Hare:
Avoiding hashing and encouraging visual semantics in referential emergent language games. CoRR abs/1911.05546 (2019) - 2018
- [j11]Yan Sun, Jonathon S. Hare, Mark S. Nixon:
Detecting heel strikes for gait analysis through acceleration flow. IET Comput. Vis. 12(5): 686-692 (2018) - [j10]Ce Zhang, Isabel Sargent, Xin Pan, Andy Gardiner, Jonathon S. Hare, Peter M. Atkinson:
VPRS-Based Regional Decision Fusion of CNN and MRF Classifications for Very Fine Resolution Remotely Sensed Images. IEEE Trans. Geosci. Remote. Sens. 56(8): 4507-4521 (2018) - [j9]Nawaf Yousef Almudhahka, Mark S. Nixon, Jonathon S. Hare:
Semantic Face Signatures: Recognizing and Retrieving Faces by Verbal Descriptions. IEEE Trans. Inf. Forensics Secur. 13(3): 706-716 (2018) - [j8]Enrique S. Marquez, Jonathon S. Hare, Mahesan Niranjan:
Deep Cascade Learning. IEEE Trans. Neural Networks Learn. Syst. 29(11): 5475-5485 (2018) - [j7]Pavlos Vougiouklis, Hady ElSahar, Lucie-Aimée Kaffee, Christophe Gravier, Frédérique Laforest, Jonathon S. Hare, Elena Simperl:
Neural Wikipedian: Generating Textual Summaries from Knowledge Base Triples. J. Web Semant. 52-53: 1-15 (2018) - [c44]Lucie-Aimée Kaffee, Hady ElSahar, Pavlos Vougiouklis, Christophe Gravier, Frédérique Laforest, Jonathon S. Hare, Elena Simperl:
Mind the (Language) Gap: Generation of Multilingual Wikipedia Summaries from Wikidata for ArticlePlaceholders. ESWC 2018: 319-334 - [c43]Pavlos Vougiouklis, Eddy Maddalena, Jonathon S. Hare, Elena Simperl:
How Biased Is Your NLG Evaluation? (short paper). SAD/CrowdBias@HCOMP 2018: 72-77 - [c42]Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett:
Learning to Count Objects in Natural Images for Visual Question Answering. ICLR (Poster) 2018 - [c41]Hady ElSahar, Pavlos Vougiouklis, Arslen Remaci, Christophe Gravier, Jonathon S. Hare, Frédérique Laforest, Elena Simperl:
T-REx: A Large Scale Alignment of Natural Language with Knowledge Base Triples. LREC 2018 - [c40]Lucie-Aimée Kaffee, Hady ElSahar, Pavlos Vougiouklis, Christophe Gravier, Frédérique Laforest, Jonathon S. Hare, Elena Simperl:
Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata. NAACL-HLT (2) 2018: 640-645 - [i5]Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett:
Learning to Count Objects in Natural Images for Visual Question Answering. CoRR abs/1802.05766 (2018) - [i4]Lucie-Aimée Kaffee, Hady ElSahar, Pavlos Vougiouklis, Christophe Gravier, Frédérique Laforest, Jonathon S. Hare, Elena Simperl:
Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata. CoRR abs/1803.07116 (2018) - [i3]Ethan Harris, Matthew Painter, Jonathon S. Hare:
Torchbearer: A Model Fitting Library for PyTorch. CoRR abs/1809.03363 (2018) - [i2]Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett:
Learning Representations of Sets through Optimized Permutations. CoRR abs/1812.03928 (2018) - 2017
- [c39]Nawaf Yousef Almudhahka, Mark S. Nixon, Jonathon S. Hare:
Automatic Semantic Face Recognition. FG 2017: 180-185 - [c38]Isabel Sargent, Jonathon S. Hare, David Young, Olivia Wilson, Charis Doidge, David Holland, Peter M. Atkinson:
Inference and Discovery in Remote Sensing Data with Features Extracted Using Deep Networks. SGAI Conf. 2017: 131-136 - [c37]Yan Sun, Jonathon S. Hare, Mark S. Nixon:
Analysing Acceleration for Motion Analysis. SITIS 2017: 289-295 - [c36]Alessandro Piscopo, Pavlos Vougiouklis, Lucie-Aimée Kaffee, Christopher Phethean, Jonathon S. Hare, Elena Simperl:
What do Wikidata and Wikipedia Have in Common?: An Analysis of their Use of External References. OpenSym 2017: 1:1-1:10 - [i1]Pavlos Vougiouklis, Hady ElSahar, Lucie-Aimée Kaffee, Christophe Gravier, Frédérique Laforest, Jonathon S. Hare, Elena Simperl:
Neural Wikipedian: Generating Textual Summaries from Knowledge Base Triples. CoRR abs/1711.00155 (2017) - 2016
- [c35]Yassine Mrabet, Pavlos Vougiouklis, Halil Kilicoglu, Claire Gardent, Dina Demner-Fushman, Jonathon S. Hare, Elena Simperl:
Aligning Texts and Knowledge Bases with Semantic Sentence Simplification. WebNLG 2016: 29-36 - [c34]Nawaf Almudhahka, Mark S. Nixon, Jonathon S. Hare:
Unconstrained human identification using comparative facial soft biometrics. BTAS 2016: 1-6 - [c33]Pavlos Vougiouklis, Jonathon S. Hare, Elena Simperl:
A Neural Network Approach for Knowledge-Driven Response Generation. COLING 2016: 3370-3380 - [c32]Yan Sun, Jonathon S. Hare, Mark S. Nixon:
Detecting acceleration for gait and crime scene analysis. ICDP 2016: 1-6 - [c31]Nawaf Almudhahka, Mark S. Nixon, Jonathon S. Hare:
Human face identification via comparative soft biometrics. ISBA 2016: 1-6 - 2015
- [j6]Jonathon S. Hare, Sina Samangooei, Mahesan Niranjan, Nicholas Gibbins:
Detection of social events in streams of social multimedia. Int. J. Multim. Inf. Retr. 4(4): 289-302 (2015) - [p1]Diana Maynard, Jonathon S. Hare:
Entity-Based Opinion Mining from Text and Multimedia. Advances in Social Media Analysis 2015: 65-86 - 2014
- [j5]Jonathon S. Hare, David Dupplaw, Paul H. Lewis, Wendy Hall, Kirk Martinez:
Exploiting Multimedia in Creating and Analysing Multimedia Web Archives. Future Internet 6(2): 242-260 (2014) - [j4]David Paul Dupplaw, Michael Matthews, Richard Johansson, Giulia Boato, Andrea Costanzo, Marco Fontani, Enrico Minack, Elena Demidova, Roi Blanco, Thomas Griffiths, Paul H. Lewis, Jonathon S. Hare, Alessandro Moschitti:
Information extraction from multimedia web documents: an open-source platform and testbed. Int. J. Multim. Inf. Retr. 3(2): 97-111 (2014) - [j3]Jonathon S. Hare, Sina Samangooei, Paul H. Lewis:
Practical scalable image analysis and indexing using Hadoop. Multim. Tools Appl. 71(3): 1215-1248 (2014) - [c30]Jonathon S. Hare, Jamie Davies, Sina Samangooei, Paul H. Lewis:
Placing Photos with a Multimodal Probability Density Function. ICMR 2014: 329 - [c29]Babak Loni, Jonathon S. Hare, Mihai Georgescu, Michael Riegler, Xiaofei Zhu, Mohamed Morchid, Richard Dufour, Martha A. Larson:
Getting by with a Little Help from the Crowd: Practical Approaches to Social Image Labeling. CrowdMM 2014: 69-74 - [c28]Sergej Zerr, Stefan Siersdorfer, José San Pedro, Jonathon S. Hare, Xiaofei Zhu:
NicePic!: a system for extracting attractive photos from flickr streams. SIGIR 2014: 1259-1260 - 2013
- [c27]Jamie Davies, Jonathon S. Hare, Sina Samangooei, John Preston, Neha Jain, David Dupplaw, Paul H. Lewis:
Identifying the Geographic Location of an Image with a Multimodal Probability Density Function. MediaEval 2013 - [c26]Jonathon S. Hare, Maribel Acosta, Anna Weston, Elena Simperl, Sina Samangooei, David Dupplaw, Paul H. Lewis:
An Investigation of Techniques that Aim to Improve the Quality of Labels provided by the Crowd. MediaEval 2013 - [c25]Neha Jain, Jonathon S. Hare, Sina Samangooei, John Preston, Jamie Davies, David Dupplaw, Paul H. Lewis:
Experiments in Diversifying Flickr Result Sets. MediaEval 2013 - [c24]John Preston, Jonathon S. Hare, Sina Samangooei, Jamie Davies, Neha Jain, David Dupplaw, Paul H. Lewis:
A Unified, Modular and Multimodal Approach to Search and Hyperlinking Video. MediaEval 2013 - [c23]Sina Samangooei, Jonathon S. Hare, David Dupplaw, Mahesan Niranjan, Nicholas Gibbins, Paul H. Lewis, Jamie Davies, Neha Jain, John Preston:
Social Event Detection Via Sparse Multi-modal Feature Selection and Incremental Density Based Clustering. MediaEval 2013 - [c22]Jonathon S. Hare, Paul H. Lewis:
Explicit diversification of image search. ICMR 2013: 295-296 - [c21]Jonathon S. Hare, Sina Samangooei, David Dupplaw, Paul H. Lewis:
Twitter's visual pulse. ICMR 2013: 297-298 - [c20]Diana Maynard, David Dupplaw, Jonathon S. Hare:
Multimodal Sentiment Analysis of Social Media. SMA@BCS-SGAI 2013: 47-58 - 2012
- [c19]Sergej Zerr, Stefan Siersdorfer, Jonathon S. Hare:
PicAlert!: a system for privacy-aware image classification and retrieval. CIKM 2012: 2710-2712 - [c18]Jonathon S. Hare, Sina Samangooei, David Dupplaw, Paul H. Lewis:
ImageTerrier: an extensible platform for scalable high-performance image retrieval. ICMR 2012: 40 - [c17]Heather S. Packer, Jonathon S. Hare, Sina Samangooei, Paul H. Lewis:
Semantically Tagging Images of Landmarks. KECSM@ISWC 2012: 19-33 - [c16]Sergej Zerr, Stefan Siersdorfer, Jonathon S. Hare, Elena Demidova:
Privacy-aware image classification and search. SIGIR 2012: 35-44 - [e1]Diana Maynard, Stefan Dietze, Wim Peters, Jonathon S. Hare:
Proceedings of the 1st International Workshop on Knowledge Extraction & Consolidation from Social Media, Boston, USA, November 12, 2012. CEUR Workshop Proceedings 895, CEUR-WS.org 2012 [contents] - 2011
- [c15]Jonathon S. Hare, Sina Samangooei, Paul H. Lewis:
Efficient clustering and quantisation of SIFT features: exploiting characteristics of the SIFT descriptor and interest region detectors under image inversion. ICMR 2011: 2 - [c14]Jonathon S. Hare, Sina Samangooei, David Dupplaw:
OpenIMAJ and ImageTerrier: Java libraries and tools for scalable multimedia analysis and indexing of images. ACM Multimedia 2011: 691-694 - 2010
- [c13]Jonathon S. Hare, Paul H. Lewis:
Automatically annotating the MIR Flickr dataset: experimental protocols, openly available data and semantic spaces. Multimedia Information Retrieval 2010: 547-556 - [c12]Stefan Siersdorfer, Enrico Minack, Fan Deng, Jonathon S. Hare:
Analyzing and predicting sentiment of images on the social web. ACM Multimedia 2010: 715-718 - [c11]Pamela Zontone, Giulia Boato, Jonathon S. Hare, Paul H. Lewis, Stefan Siersdorfer, Enrico Minack:
Image and Collateral Text in Support of Auto-Annotation and Sentiment Analysis. TextGraphs@ACL 2010: 88-92
2000 – 2009
- 2009
- [c10]Jonathon S. Hare, David Paul Dupplaw, Paul H. Lewis:
IAM@ImageCLEFphoto 2009: Experiments on Maximising Diversity using Image Features. CLEF (Working Notes) 2009 - [c9]Jonathon S. Hare, Paul H. Lewis:
IAM@ImageCLEFPhotoAnnotation 2009: Naïve Application of a Linear-Algebraic Semantic Space. CLEF (Working Notes) 2009 - [c8]Pamela Zontone, Giulia Boato, Francesco G. B. De Natale, Alessia De Rosa, Mauro Barni, Alessandro Piva, Jonathon S. Hare, David Dupplaw, Paul H. Lewis:
Image Diversity Analysis: Context, Opinion and Bias. LivingWeb@ISWC 2009 - 2008
- [j2]Gary B. Wills, Jonathon S. Hare, Jiri Kajaba, David Argles, Lester Gilbert, David E. Millard:
A Delivery Engine for QTI Assessments. Int. J. Emerg. Technol. Learn. 3(S1): 71-76 (2008) - [c7]Jonathon S. Hare, Sina Samangooei, Paul H. Lewis, Mark S. Nixon:
Semantic spaces revisited: investigating the performance of auto-annotation and semantic retrieval using semantic spaces. CIVR 2008: 359-368 - 2007
- [j1]Peter G. B. Enser, Christine J. Sandom, Jonathon S. Hare, Paul H. Lewis:
Facing the reality of semantic image retrieval. J. Documentation 63(4): 465-481 (2007) - [c6]Jonathon S. Hare, Paul H. Lewis, Peter G. B. Enser, Christine J. Sandom:
Semantic facets: an in-depth analysis of a semantic image retrieval system. CIVR 2007: 250-257 - 2006
- [b1]Jonathon S. Hare:
Saliency for image description and retrieval. University of Southampton, UK, 2006 - [c5]Jonathon S. Hare, Paul H. Lewis, Peter G. B. Enser, Christine J. Sandom:
A Linear-Algebraic Technique with an Application in Semantic Image Retrieval. CIVR 2006: 31-40 - [c4]Jiayu Tang, Jonathon S. Hare, Paul H. Lewis:
Image Auto-Annotation using a Statistical Model with Salient Regions. ICME 2006: 525-528 - 2005
- [c3]Jonathon S. Hare, Paul H. Lewis:
On Image Retrieval Using Salient Regions with Vector-Spaces and Latent Semantics. CIVR 2005: 540-549 - [c2]Jonathon S. Hare, Paul H. Lewis:
Content-based image retrieval using a mobile device as a novel interface. Storage and Retrieval Methods and Applications for Multimedia 2005: 64-75 - 2004
- [c1]Jonathon S. Hare, Paul H. Lewis:
Salient Regions for Query by Image Content. CIVR 2004: 317-325
Coauthor Index
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