Piotr Koniusz

Cited by

	All	Since 2016
Citations	1392	1206
h-index	20	18
i10-index	27	24

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201120122013201420152016201720182019202020216 5 35 32 64 103 147 180 261 487 16

Co-authors

Hongguang ZhangAustralian National University, Data61/CSIROVerified email at anu.edu.au
Fatih PorikliQualcomm, Australian National UniversityVerified email at anu.edu.au
Krystian MikolajczykAssociate Professor, Imperial College LondonVerified email at imperial.ac.uk
Anoop CherianMitsubishi Electric Research Labs (MERL), Australian National UniversityVerified email at merl.com
Yusuf TasResearch Student, Australia National UniversityVerified email at anu.edu.au
Hongdong LiAustralian National UniversityVerified email at anu.edu.au
Mehrtash HarandiMonash UniversityVerified email at monash.edu
Xin YuPhD, The University of Technology Sydney (UTS)Verified email at uts.edu.au
Fatemeh ShiriResearch Fellow Monash UniversityVerified email at monash.edu
Julien MairalInria - Univ. Grenoble AlpesVerified email at inria.fr
Zaid HarchaouiUniversity of WashingtonVerified email at uw.edu
Cordelia SchmidResearch director INRIA Verified email at inria.fr
Du HuynhThe University of Western AustraliaVerified email at uwa.edu.au
Philippe-Henri GosselinPrincipal Scientist, InterDigital R&D FranceVerified email at interdigital.com
Yuchao Dai (戴玉超)Northwestern Polytechnical UniversityVerified email at nwpu.edu.cn
Richard NockVerified email at uniagro.fr
Richard HartleyAustralian National University, National ICT Australia (NICTA)Verified email at anu.edu.au
Christian SimonANUVerified email at anu.edu.au
Lei WangPhD Student, Australian National University, Data61/CSIROVerified email at data61.csiro.au
Mark BarnardResearch Fellow, CVSSP, University of SurreyVerified email at surrey.ac.uk

Piotr Koniusz

Senior researcher, Data61/CSIRO (former NICTA). Senior honorary lecturer, ANU, Canberra

Verified email at data61.csiro.au - Homepage

Computer Vision Machine Learning Recognition Tensor and Kernel Methods Neural Networks


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Convolutional Kernel Networks J Mairal, P Koniusz, Z Harchaoui, C Schmid Advances Neural Information Processing Systems (NIPS), 2014	354	2014
Tensor Representations via Kernel Linearization for Action Recognition from 3D Skeletons P Koniusz, A Cherian, F Porikli European Conference on Computer Vision, 2016	103	2016
Comparison of mid-level feature coding approaches and pooling strategies in visual concept detection P Koniusz, F Yan, K Mikolajczyk Computer vision and image understanding 117 (5), 479-492, 2013	92	2013
Domain Adaptation by Mixture of Alignments of Second- or Higher-Order Scatter Tensors P Koniusz, Y Tas, F Porikli Computer Vision and Pattern Recognition, 2017	82	2017
Higher-order occurrence pooling for bags-of-words: Visual concept detection P Koniusz, F Yan, PH Gosselin, K Mikolajczyk IEEE transactions on pattern analysis and machine intelligence 39 (2), 313-326, 2017	79	2017
Few-Shot Learning via Saliency-guided Hallucination of Samples H Zhang, J Zhang, P Koniusz IEEE Computer Vision and Pattern Recognition (CVPR), 2019	65	2019
Zero-Shot Kernel Learning H Zhang, P Koniusz The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 7670-7679, 2018	64	2018
Deep stacked hierarchical multi-patch network for image deblurring H Zhang, Y Dai, H Li, P Koniusz Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019	51	2019
Spatial coordinate coding to reduce histogram representations, dominant angle and colour pyramid match P Koniusz, K Mikolajczyk 2011 18th IEEE International Conference on Image Processing, 661-664, 2011	40	2011
Higher-order Pooling of CNN Features via Kernel Linearization for Action Recognition A Cherian, P Koniusz, S Gould Winter Conference on Applications of Computer Vision (WACV), 2017	33	2017
Sparse Coding for Third-order Super-symmetric Tensor Descriptors with Application to Texture Recognition P Koniusz, A Cherian Computer Vision and Pattern Recognition, 8, 2016	30	2016
Robust Multi-Speaker Tracking via Dictionary Learning and Identity Modelling M Barnard, P Koniusz, W Wang, J Kittler, SM Naqvi, J Chambers IEEE Transactions on Multimedia, 0	29*
A Comparative Review of Recent Kinect-basedAction Recognition Algorithms L Wang, DQ Huynh, P Koniusz IEEE Transactions on Image Processing (TIP), 2019	28	2019
A Deeper Look at Power Normalizations P Koniusz, H Zhang, F Porikli The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 5774-5783, 2018	28	2018
Museum exhibit identification challenge for the supervised domain adaptation and beyond P Koniusz, Y Tas, H Zhang, M Harandi, F Porikli, R Zhang Proceedings of the European conference on computer vision (ECCV), 788-804, 2018	27*	2018
Higher-order occurrence pooling on mid-and low-level features: Visual concept detection P Koniusz, F Yan, PH Gosselin, K Mikolajczyk	24	2013
Hallucinating IDT Descriptors and I3D Optical Flow Features for Action Recognition with CNNs L Wang, P Koniusz, DQ Huynh International Conference on Computer Vision (ICCV), 2019	22*	2019
Power Normalizing Second-order Similarity Network for Few-shot Learning H Zhang, P Koniusz IEEE Winter Conference on Applications of Computer Vision (WACV), 2019	22	2019
Soft assignment of visual words as linear coordinate coding and optimisation of its reconstruction error P Koniusz, K Mikolajczyk 2011 18th IEEE International Conference on Image Processing, 2413-2416, 2011	22	2011
Adaptive Subspaces for Few-Shot Learning C Simon, P Koniusz, R Nock, M Harandi Computer Vision and Pattern Recognition (CVPR), 2020	20*	2020

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