Piotr Koniusz

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Citations	1855	1669
h-index	21	19
i10-index	34	31

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Hongguang ZhangAustralian National University, Data61/CSIROVerified email at alumni.anu.edu.au
Fatih PorikliQualcomm, Australian National UniversityVerified email at anu.edu.au
Krystian MikolajczykProfessor, Imperial College LondonVerified email at imperial.ac.uk
Hongdong LiAustralian National UniversityVerified email at anu.edu.au
Mehrtash HarandiDepartment of Electrical and Computer Systems Engineering, Monash UniversityVerified email at monash.edu
Anoop CherianMitsubishi Electric Research Labs (MERL), Australian National UniversityVerified email at merl.com
Yusuf TasResearch Student, Australia National UniversityVerified email at anu.edu.au
Lei WangPhD Student, Australian National University, Data61/CSIROVerified email at data61.csiro.au
Christian SimonANUVerified email at anu.edu.au
Richard NockGoogle ResearchVerified email at uniagro.fr
Du HuynhThe University of Western AustraliaVerified email at uwa.edu.au
Xin YuPhD, The University of Technology Sydney (UTS)Verified email at uts.edu.au
Yuchao Dai (戴玉超)Northwestern Polytechnical UniversityVerified email at nwpu.edu.cn
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
Philip TorrProfessor, University of OxfordVerified email at eng.ox.ac.uk
Flora SalimData Science, School of Computing Technologies, RMIT UniversityVerified email at rmit.edu.au
Philippe-Henri GosselinPrincipal Scientist, InterDigital R&D FranceVerified email at interdigital.com

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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Convolutional Kernel Networks J Mairal, P Koniusz, Z Harchaoui, C Schmid Advances Neural Information Processing Systems (NIPS), 2014	383	2014
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	123	2019
Tensor Representations via Kernel Linearization for Action Recognition from 3D Skeletons P Koniusz, A Cherian, F Porikli European Conference on Computer Vision, 2016	112	2016
Few-Shot Learning via Saliency-guided Hallucination of Samples H Zhang, J Zhang, P Koniusz IEEE Computer Vision and Pattern Recognition (CVPR), 2019	106	2019
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	100	2017
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	95	2013
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	94	2017
Adaptive Subspaces for Few-Shot Learning C Simon, P Koniusz, R Nock, M Harandi Computer Vision and Pattern Recognition (CVPR), 2020	88*	2020
Zero-Shot Kernel Learning H Zhang, P Koniusz The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 7670-7679, 2018	84	2018
A Comparative Review of Recent Kinect-basedAction Recognition Algorithms L Wang, DQ Huynh, P Koniusz IEEE Transactions on Image Processing (TIP), 2019	67	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	42	2011
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	39*	2019
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	36	2017
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	33*	2018
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	33	2016
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	32	2018
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, 2014	31	2014
Few-shot Action Recognition with Permutation-invariant Attention H Zhang, L Zhang, X Qi, H Li, PHS Torr, P Koniusz European Conference on Computer Vision (ECCV), 2020	29	2020
Power Normalizing Second-order Similarity Network for Few-shot Learning H Zhang, P Koniusz IEEE Winter Conference on Applications of Computer Vision (WACV), 2019	28	2019
Higher-order occurrence pooling on mid-and low-level features: Visual concept detection P Koniusz, F Yan, PH Gosselin, K Mikolajczyk	25	2013

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