Miroslaw Bober

Orcid: 0000-0001-9484-9125

According to our database1, Miroslaw Bober authored at least 71 papers between 1994 and 2024.

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Bibliography

2024
Understanding the Distributions of Aggregation Layers in Deep Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., April, 2024

Importance Weighted Structure Learning for Scene Graph Generation.
IEEE Trans. Pattern Anal. Mach. Intell., February, 2024

2023
Constrained Structure Learning for Scene Graph Generation.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Neural Belief Propagation for Scene Graph Generation.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

SurvTimeSurvival: Survival Analysis On The Patient With Multiple Visits/Records.
CoRR, 2023

2022
Doubly Reparameterized Importance Weighted Structure Learning for Scene Graph Generation.
CoRR, 2022

Subcellular Protein Localisation in the Human Protein Atlas using Ensembles of Diverse Deep Architectures.
CoRR, 2022

Efficient Hybrid Network: Inducting Scattering Features.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021
Visual Semantic Information Pursuit: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

ACTNET: End-to-End Learning of Feature Activations and Multi-stream Aggregation for Effective Instance Image Retrieval.
Int. J. Comput. Vis., 2021

Learning PAC-Bayes Priors for Probabilistic Neural Networks.
CoRR, 2021

Scattering-Based Hybrid Networks: An Evaluation and Design Guide.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2019
REMAP: Multi-Layer Entropy-Guided Pooling of Dense CNN Features for Image Retrieval.
IEEE Trans. Image Process., 2019

Deep Architectures and Ensembles for Semantic Video Classification.
IEEE Trans. Circuits Syst. Video Technol., 2019

Automatic Delineation of Kidney Region in DCE-MRI.
CoRR, 2019

Functional Segmentation through Dynamic Mode Decomposition: Automatic Quantification of Kidney Function in DCE-MRI Images.
CoRR, 2019

Divergence Based Weighting for Information Channels in Deep Convolutional Neural Networks for Bird Audio Detection.
Proceedings of the IEEE International Conference on Acoustics, 2019

2017
Fast, Compact, and Discriminative: Evaluation of Binary Descriptors for Mobile Applications.
IEEE Trans. Multim., 2017

Improving Large-Scale Image Retrieval Through Robust Aggregation of Local Descriptors.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Movement correction in DCE-MRI through windowed and reconstruction dynamic mode decomposition.
Mach. Vis. Appl., 2017

Siamese Network of Deep Fisher-Vector Descriptors for Image Retrieval.
CoRR, 2017

Cultivating DNN Diversity for Large Scale Video Labelling.
CoRR, 2017

2016
Can DMD obtain a Scene Background in Color?
CoRR, 2016

On aggregation of local binary descriptors.
Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016

Improved Hamming Distance Search Using Variable Length Hashing.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Windowed DMD as a microtexture descriptor for finger vein counter-spoofing in biometrics.
Proceedings of the 2015 IEEE International Workshop on Information Forensics and Security, 2015

Making Second Screen Sustainable in Media Production: the BRIDGET Approach.
Proceedings of the ACM International Conference on Interactive Experiences for TV and Online Video, 2015

2014
A Kernel-Based Framework for Medical Big-Data Analytics.
Proceedings of the Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014

Visual Content Fingerprinting and Search - An MPEG Perspective.
Proceedings of the VISAPP 2014, 2014

Telecom Italia at TRECVID2014 - Instance Search Task.
Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014

Component hashing of variable-length binary aggregated descriptors for fast image search.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Robust and scalable aggregation of local features for ultra large-scale retrieval.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Special issue on visual search and augmented reality.
Signal Process. Image Commun., 2013

2012
The MPEG-7 Video Signature Tools for Content Identification.
IEEE Trans. Circuits Syst. Video Technol., 2012

2010
Recent developments on standardisation of MPEG-7 Visual Signature Tools.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

2009
MPEG-7 visual signature tools.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

2008
Fast and robust image identification.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Fuzzy chamfer distance and its probabilistic formulation for visual tracking.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Graph-based multiple panorama extraction from unordered image sets.
Proceedings of the Computational Imaging V, San Jose, 2007

2006
Real-Time Multi-Frame Analysis of Dominant Translation.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005
Implementation of Face Recognition Processing Using an Embedded Processor.
J. Robotics Mechatronics, 2005

Feature Space Reduction for Face Recognition with Dual Linear Discriminant Analysis.
Proceedings of the Computer Analysis of Images and Patterns, 11th International Conference, 2005

Dual LDA - an effective feature space reduction method for face recognition.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

MPEG-7 Visual-Temporal Clustering for Digital Image Collections.
Proceedings of the Information Retrieval Technology, 2005

2004
Real-time face detection and tracking for mobile videoconferencing.
Real Time Imaging, 2004

Dual LDA for Face Recognition.
Fundam. Informaticae, 2004

Texture Analysis using Level-crossing Statistics.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Cascade of operators for Facial Image Recognition and Indexing.
Proceedings of the International Conference on Computer Vision and Graphics, 2004

2003
Curvature Scale Space Representation: Theory, Applications, and MPEG-7 Standardization
Computational Imaging and Vision 25, Springer, ISBN: 978-94-017-0343-7, 2003

A low cost FPGA system for high speed face detection and tracking.
Proceedings of the 2003 IEEE International Conference on Field-Programmable Technology, 2003

An FPGA System for the High Speed Extraction, Normalization and Classification of Moment Descriptors.
Proceedings of the Field Programmable Logic and Application, 13th International Conference, 2003

Face Recognition by Fisher and Scatter Linear Discriminant Analysis.
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003

2002
A cluster based method for the recovery of the lost motion vectors in video coding.
Proceedings of The Fourth IEEE Conference on Mobile and Wireless Communications Networks, 2002

2001
MPEG-7 visual shape descriptors.
IEEE Trans. Circuits Syst. Video Technol., 2001

Segmenting Traffic Scenes from Grey Level and Motion Information.
Pattern Anal. Appl., 2001

MPEG-7: Evolution or Revolution?
Proceedings of the Computer Analysis of Images and Patterns, 9th International Conference, 2001

1998
Nonlinear Motion Estimation Using the Supercoupling Approach.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

On Accurate and Robust Estimation of Fundamental Matrix.
Comput. Vis. Image Underst., 1998

1997
Image Sequence Coding Using Multiple-Level Segmentation and Affine Motion Estimation.
IEEE J. Sel. Areas Commun., 1997

Estimating Translation/Deformation Motion through Phase Correlation.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

Motion and Intensity-Based Segementation and Its Application to Traffic Monitoring.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

Scalable image coding using Gaussian pyramid vector quantisation with resolution-independent block size.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
A hybrid codec for very low bit rate video coding.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Video coding using affine motion compensated prediction.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

A low bit rate hierarchical video codec.
Proceedings of the 8th European Signal Processing Conference, 1996

1995
Motion based image segmentation for video coding.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Combining the Hough Transform and Multiresolution MRF's for the Robust Motion Estimation.
Proceedings of the Recent Developments in Computer Vision, 1995

1994
Estimation of complex multimodal motion: an approach based on robust statistics and Hough transform.
Image Vis. Comput., 1994

Multiresolution motion segmentation.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Robust Motion Estimation and Multistage Vector Quantisation for Sequence Compression.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Robust motion analysis.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994


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