Krystian Mikolajczyk

According to our database1, Krystian Mikolajczyk authored at least 108 papers between 1993 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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On csauthors.net:

Bibliography

2020
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data.
CoRR, 2020

Wireless Image Retrieval at the Edge.
CoRR, 2020

HyNet: Local Descriptor with Hybrid Similarity Measure and Triplet Loss.
CoRR, 2020

D2D: Keypoint Extraction with Describe to Detect Approach.
CoRR, 2020

HDD-Net: Hybrid Detector Descriptor with Mutual Interactive Learning.
CoRR, 2020

SHOP-VRB: A Visual Reasoning Benchmark for Object Perception.
CoRR, 2020

Domain Adversarial Training for Infrared-colour Person Re-Identification.
CoRR, 2020

Deep Joint Transmission-Recognition for Power-Constrained IoT Devices.
CoRR, 2020

SOLAR: Second-Order Loss and Attention for Image Retrieval.
CoRR, 2020

Compression of convolutional neural networks for high performance imagematching tasks on mobile devices.
CoRR, 2020

Joint Device-Edge Inference over Wireless Links with Pruning.
Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

Deep Joint Source-Channel Coding for Wireless Image Retrieval.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Person Re-identification with Bias-controlled Adversarial Training.
CoRR, 2019

Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Domain Adaptation for Object Detection via Style Consistency.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
BreakingNews: Article Annotation by Image and Text Processing.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Binary Online Learned Descriptors.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Person Re-Identification with Vision and Language.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Deep Segmentation and Registration in X-Ray Angiography Video.
Proceedings of the British Machine Vision Conference 2018, 2018

Partial Person Re-identification with Alignment and Hallucination.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Higher-Order Occurrence Pooling for Bags-of-Words: Visual Concept Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

HPatches: A Benchmark and Evaluation of Handcrafted and Learned Local Descriptors.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

The BreakingNews Dataset.
Proceedings of the Sixth Workshop on Vision and Language, 2017

2016
Deformable part-based tracking by coupled global and local correlation filters.
J. Vis. Commun. Image Represent., 2016

PN-Net: Conjoined Triple Deep Network for Learning Local Image Descriptors.
CoRR, 2016

Hierarchical online domain adaptation of deformable part-based models.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Generating commentaries for tennis videos.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

The Visual Object Tracking VOT2016 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016



Overview of the ImageCLEF 2016 Scalable Concept Image Annotation Task.
Proceedings of the Working Notes of CLEF 2016, 2016

Learning local feature descriptors with triplets and shallow convolutional neural networks.
Proceedings of the British Machine Vision Conference 2016, 2016

2015
Local Image Features.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Full ranking as local descriptor for visual recognition: A comparison of distance metrics on s<sub>n</sub>.
Pattern Recognit., 2015

Deep correlation for matching images and text.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

BOLD - Binary online learned descriptor for efficient image matching.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015


Overview of the ImageCLEF 2015 Scalable Image Annotation, Localization and Sentence Generation task.
Proceedings of the Working Notes of CLEF 2015, 2015

2014
Automatic annotation of tennis games: An integration of audio, vision, and learning.
Image Vis. Comput., 2014

Guest Editorial: Tracking, Detection and Segmentation.
Int. J. Comput. Vis., 2014

Robust Registration and Filtering for Moving Object Detection in Aerial Videos.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Ranking Images Based on Aesthetic Qualities.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Improving Object Tracking with Voting from False Positive Detections.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Online Learning and Detection with Part-Based, Circulant Structure.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Leveraging High Level Visual Information for Matching Images and Captions.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
A Robust and Scalable Visual Category and Action Recognition System Using Kernel Discriminant Analysis With Spectral Regression.
IEEE Trans. Multimedia, 2013

Comparison of mid-level feature coding approaches and pooling strategies in visual concept detection.
Comput. Vis. Image Underst., 2013

Performance Evaluation of Image Filtering for Classification and Retrieval.
Proceedings of the ICPRAM 2013, 2013

Benchmarking GPU-Based Phase Correlation for Homography-Based Registration of Aerial Imagery.
Proceedings of the Computer Analysis of Images and Patterns, 2013

A Global-Local Approach to Saliency Detection.
Proceedings of the Computer Analysis of Images and Patterns, 2013

2012
Tracking-Learning-Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Non-Sparse Multiple Kernel Fisher Discriminant Analysis.
J. Mach. Learn. Res., 2012

Automatic annotation of court games with structured output learning.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Evaluation of local detectors and descriptors for fast feature matching.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011
Learning Linear Discriminant Projections for Dimensionality Reduction of Image Descriptors.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Action recognition with appearance-motion features and fast search trees.
Comput. Vis. Image Underst., 2011

An evaluation of bags-of-words and spatio-temporal shapes for action recognition.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Novel Fusion Methods for Pattern Recognition.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Multiple Kernel Learning via Distance Metric Learning for Interactive Image Retrieval.
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

Two-Stage Augmented Kernel Matrix for Object Recognition.
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

Soft assignment of visual words as Linear Coordinate Coding and optimisation of its reconstruction error.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Spatial Coordinate Coding to reduce histogram representations, Dominant Angle and Colour Pyramid Match.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Augmented Kernel Matrix vs Classifier Fusion for Object Recognition.
Proceedings of the British Machine Vision Conference, 2011

2010
Combining Multiple Kernels by Augmenting the Kernel Matrix.
Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010

Improving Multilabel Classification Performance by Using Ensemble of Multi-label Classifiers.
Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010

The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

On a Quest for Image Descriptors Based on Unsupervised Segmentation Maps.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Forward-Backward Error: Automatic Detection of Tracking Failures.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Feature Pairs Connected by Lines for Object Recognition.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Multiple kernel learning and feature space denoising.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Face-TLD: Tracking-Learning-Detection applied to faces.
Proceedings of the International Conference on Image Processing, 2010

<i>l</i>p norm multiple kernel Fisher discriminant analysis for object and image categorisation.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

P-N learning: Bootstrapping binary classifiers by structural constraints.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Learning weights for codebook in image classification and retrieval.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Local Image Features.
Proceedings of the Encyclopedia of Biometrics, 2009

A hands-on approach to high-dynamic-range and superresolution fusion.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

A Multiple Expert Approach to the Class Imbalance Problem Using Inverse Random under Sampling.
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Non-sparse Multiple Kernel Learning for Fisher Discriminant Analysis.
Proceedings of the ICDM 2009, 2009

Visual category recognition using Spectral Regression and Kernel Discriminant Analysis.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Online learning of robust object detectors during unstable tracking.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Concept learning for image and video retrieval: The inverse random under sampling approach.
Proceedings of the 17th European Signal Processing Conference, 2009

A Comparison of L<sub>1</sub> Norm and L<sub>2</sub> Norm Multiple Kernel SVMs in Image and Video Classification.
Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009

Kernel Discriminant Analysis Using Triangular Kernel for Semantic Scene Classification.
Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009

Segmentation Based Interest Points and Evaluation of Unsupervised Image Segmentation Methods.
Proceedings of the British Machine Vision Conference, 2009

2008

Action recognition with motion-appearance vocabulary forest.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Feature Tracking and Motion Compensation for Action Recognition.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

Combining High-Resolution Images With Low-Quality Videos.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

Weighted Sampling for Large-Scale Boosting.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

2007
Local Invariant Feature Detectors: A Survey.
Found. Trends Comput. Graph. Vis., 2007

Improving Descriptors for Fast Tree Matching by Optimal Linear Projection.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006
Multiple Object Class Detection with a Generative Model.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Segmentation Based Multi-Cue Integration for Object Detection.
Proceedings of the British Machine Vision Conference 2006, 2006

Efficient Clustering and Matching for Object Class Recognition.
Proceedings of the British Machine Vision Conference 2006, 2006

2005
A Performance Evaluation of Local Descriptors.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

A Comparison of Affine Region Detectors.
Int. J. Comput. Vis., 2005

Local Features for Object Class Recognition.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

An Evaluation of Local Shape-Based Features for Pedestrian Detection.
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005

2004
Scale & Affine Invariant Interest Point Detectors.
Int. J. Comput. Vis., 2004

Comparison of affine-invariant local detectors and descriptors.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

Human Detection Based on a Probabilistic Assembly of Robust Part Detectors.
Proceedings of the Computer Vision, 2004

2003
Face Detection and Tracking in a Video by Propagating Detection Probabilities.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Shape recognition with edge-based features.
Proceedings of the British Machine Vision Conference, 2003

2002
Detection of local features invariant to affines transformations.
PhD thesis, 2002

An Affine Invariant Interest Point Detector.
Proceedings of the Computer Vision, 2002

2001
Indexing Based on Scale Invariant Interest Points.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Face detection in a video sequence - a temporal approach.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

1993
A Test-Bed for Computer-Assisted Fusion of Multi-Modality Medical Images.
Proceedings of the Computer Analysis of Images and Patterns, 5th International Conference, 1993


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