Jakub Lokoc

Orcid: 0000-0002-3558-4144

According to our database1, Jakub Lokoc authored at least 111 papers between 2008 and 2024.

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

Timeline

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Bibliography

2024
PraK Tool: An Interactive Search Tool Based on Video Data Services.
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

2023
Interactive video retrieval in the age of effective joint embedding deep models: lessons from the 11th VBS.
Multim. Syst., December, 2023

Evaluating a Bayesian-like relevance feedback model with text-to-image search initialization.
Multim. Tools Appl., June, 2023

Comparing Interactive Retrieval Approaches at the Lifelog Search Challenge 2021.
IEEE Access, 2023

Marine Video Kit: A New Marine Video Dataset for Content-Based Analysis and Retrieval.
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

Video Search with CLIP and Interactive Text Query Reformulation.
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

A Study of a Cross-modal Interactive Search Tool Using CLIP and Temporal Fusion.
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

Introduction to the Sixth Annual Lifelog Search Challenge, LSC'23.
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

Improving Query and Assessment Quality in Text-Based Interactive Video Retrieval Evaluation.
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

2022
Interactive video retrieval evaluation at a distance: comparing sixteen interactive video search systems in a remote setting at the 10th Video Browser Showdown.
Int. J. Multim. Inf. Retr., 2022

Rating-Aware Self-Organizing Maps.
Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

Video Search with Context-Aware Ranker and Relevance Feedback.
Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

A Task Category Space for User-Centric Comparative Multimedia Search Evaluations.
Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

IMuR 2022: Introduction to the 2nd Workshop on Interactive Multimedia Retrieval.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Open Challenges of Interactive Video Search and Evaluation.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Introduction to the Fifth Annual Lifelog Search Challenge, LSC'22.
Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

2021
Is the Reign of Interactive Search Eternal? Findings from the Video Browser Showdown 2020.
ACM Trans. Multim. Comput. Commun. Appl., 2021

Interactive Video Retrieval in the Age of Deep Learning - Detailed Evaluation of VBS 2019.
IEEE Trans. Multim., 2021

On the User-Centric Comparative Remote Evaluation of Interactive Video Search Systems.
IEEE Multim., 2021

How Many Neighbours for Known-Item Search?
Proceedings of the Similarity Search and Applications - 14th International Conference, 2021

SOMHunter V2 at Video Browser Showdown 2021.
Proceedings of the MultiMedia Modeling - 27th International Conference, 2021

W2VV++ BERT Model at VBS 2021.
Proceedings of the MultiMedia Modeling - 27th International Conference, 2021

Video Search with Collage Queries.
Proceedings of the MultiMedia Modeling - 27th International Conference, 2021

Enhanced SOMHunter for Known-item Search in Lifelog Data.
Proceedings of the 4th Annual on Lifelog Search Challenge, 2021

Introduction to the Fourth Annual Lifelog Search Challenge, LSC'21.
Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021

2020
Pivot-based approximate k-NN similarity joins for big high-dimensional data.
Inf. Syst., 2020

TransNet V2: An effective deep network architecture for fast shot transition detection.
CoRR, 2020

VIRET at Video Browser Showdown 2020.
Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

SOM-Hunter: Video Browsing with Relevance-to-SOM Feedback Loop.
Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

10 years of video browser showdown.
Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

A W2VV++ Case Study with Automated and Interactive Text-to-Video Retrieval.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

SOMHunter: Lightweight Video Search System with SOM-Guided Relevance Feedback.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Towards Evaluating and Simulating Keyword Queries for Development of Interactive Known-item Search Systems.
Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

SOMHunter for Lifelog Search.
Proceedings of the Third ACM Workshop on Lifelog Search Challenge, 2020

VIRET Tool with Advanced Visual Browsing and Feedback.
Proceedings of the Third ACM Workshop on Lifelog Search Challenge, 2020

Introduction to the Third Annual Lifelog Search Challenge (LSC'20).
Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

2019
Interactive Search or Sequential Browsing? A Detailed Analysis of the Video Browser Showdown 2018.
ACM Trans. Multim. Comput. Commun. Appl., 2019

TransNet: A deep network for fast detection of common shot transitions.
CoRR, 2019

VIRET tool keyword search at TRECVID 2019 AVS task.
Proceedings of the 2019 TREC Video Retrieval Evaluation, 2019

Towards Automatic Configuration of Interactive Known-Item Search Systems.
Proceedings of the Similarity Search and Applications - 12th International Conference, 2019

VIRET Tool Meets NasNet.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

A Framework for Effective Known-item Search in Video.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Enhanced VIRET Tool for Lifelog Data.
Proceedings of the ACM Workshop on Lifelog Search Challenge, 2019

Interactive Video Retrieval in the Age of Deep Learning.
Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019

VIRET: A Video Retrieval Tool for Interactive Known-item Search.
Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019

2018
On Influential Trends in Interactive Video Retrieval: Video Browser Showdown 2015-2017.
IEEE Trans. Multim., 2018

Learning communication patterns for malware discovery in HTTPs data.
Expert Syst. Appl., 2018

What Is the Role of Similarity for Known-Item Search at Video Browser Showdown?
Proceedings of the Similarity Search and Applications - 11th International Conference, 2018

Revisiting SIRET Video Retrieval Tool.
Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

Interactive Video Search: Where is the User in the Age of Deep Learning?
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Using an Interactive Video Retrieval Tool for LifeLog Data.
Proceedings of the 2018 ACM Workshop on The Lifelog Search Challenge, 2018

2017
Scalable 3D shape retrieval using local features and the signature quadratic form distance.
Vis. Comput., 2017

Interactive video search tools: a detailed analysis of the video browser showdown 2015.
Multim. Tools Appl., 2017

Malware Discovery Using Behaviour-Based Exploration of Network Traffic.
Proceedings of the Similarity Search and Applications - 10th International Conference, 2017

A Comparative Study for Known Item Visual Search Using Position Color Feature Signatures.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Video Hunter at VBS 2017.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Product Exploration based on Latent Visual Attributes.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Color-Sketch Simulator: A Guide for Color-Based Visual Known-Item Search.
Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017

Comparing MapReduce-Based k-NN Similarity Joins on Hadoop for High-Dimensional Data.
Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017

2016
Erratum to: Approximating adaptive distance measures using scalable feature signatures.
Multim. Tools Appl., 2016

Efficient extraction of clustering-based feature signatures using GPU architectures.
Multim. Tools Appl., 2016

Similarity Search of Sparse Histograms on GPU Architecture.
Proceedings of the Similarity Search and Applications - 9th International Conference, 2016

Feature Extraction and Malware Detection on Large HTTPS Data Using MapReduce.
Proceedings of the Similarity Search and Applications - 9th International Conference, 2016

Known-Item Search in Video Databases with Textual Queries.
Proceedings of the Similarity Search and Applications - 9th International Conference, 2016

k-NN Classification of Malware in HTTPS Traffic Using the Metric Space Approach.
Proceedings of the Intelligence and Security Informatics - 11th Pacific Asia Workshop, 2016

Multi-sketch Semantic Video Browser.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Particle physics model for content-based 3D exploration.
Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

2015
Approximating adaptive distance measures using scalable feature signatures.
Multim. Tools Appl., 2015

CUNI at TRECVID 2015: Video Hyperlinking Task.
Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

Evaluating Multilayer Multimedia Exploration.
Proceedings of the Similarity Search and Applications - 8th International Conference, 2015

Dynamic Hierarchical Visualization of Keyframes in Endoscopic Video.
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

A Web Portal for Effective Multi-model Exploration.
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

Enhanced Signature-Based Video Browser.
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

What are the salient keyframes in short casual videos? an extensive user study using a new video dataset.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

MLES: Multilayer Exploration Structure for Multimedia Exploration.
Proceedings of the New Trends in Databases and Information Systems, 2015

2014
On indexing metric spaces using cut-regions.
Inf. Syst., 2014

Video Retrieval with Feature Signature Sketches.
Proceedings of the Similarity Search and Applications - 7th International Conference, 2014

Signature-Based Video Browser.
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

Approximating the Signature Quadratic Form Distance Using Scalable Feature Signatures.
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

On Effective Known Item Video Search Using Feature Signatures.
Proceedings of the International Conference on Multimedia Retrieval, 2014

CUNI at MediaEval 2014 Search and Hyperlinking Task: Visual and Prosodic Features in Hyperlinking.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Towards efficient multimedia exploration using the metric space approach.
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014

Real-Time Exploration of Multimedia Collections.
Proceedings of the Databases Theory and Applications, 2014

2013
Ptolemaic access methods: Challenging the reign of the metric space model.
Inf. Syst., 2013

On Scalable Approximate Search with the Signature Quadratic Form Distance.
Proceedings of the Similarity Search and Applications - 6th International Conference, 2013

Efficient Extraction of Feature Signatures Using Multi-GPU Architecture.
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

Dynamic multimedia exploration using SIFT matching.
Proceedings of the International Conference on Multimedia Retrieval, 2013

2012
D-Cache: Universal Distance Cache for Metric Access Methods.
IEEE Trans. Knowl. Data Eng., 2012

Non-metric similarity search of tandem mass spectra including posttranslational modifications.
J. Discrete Algorithms, 2012

Combining CPU and GPU architectures for fast similarity search.
Distributed Parallel Databases, 2012

Visual Image Search: Feature Signatures or/and Global Descriptors.
Proceedings of the Similarity Search and Applications - 5th International Conference, 2012

SIR: The Smart Image Retrieval Engine.
Proceedings of the Similarity Search and Applications - 5th International Conference, 2012

Cut-Region: A Compact Building Block for Hierarchical Metric Indexing.
Proceedings of the Similarity Search and Applications - 5th International Conference, 2012

Image exploration using online feature extraction and reranking.
Proceedings of the International Conference on Multimedia Retrieval, 2012

On Optimizing the Non-metric Similarity Search in Tandem Mass Spectra by Clustering.
Proceedings of the Bioinformatics Research and Applications - 8th International Symposium, 2012

Similarity search in 3D object-based video data.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Protein sequences identification using NM-tree.
Proceedings of the Fourth International Conference on Similarity Search and Applications, 2011

Clustered pivot tables for I/O-optimized similarity search.
Proceedings of the Fourth International Conference on Similarity Search and Applications, 2011

Ptolemaic indexing of the signature quadratic form distance.
Proceedings of the Fourth International Conference on Similarity Search and Applications, 2011

Parameterized earth mover's distance for efficient metric space indexing.
Proceedings of the Fourth International Conference on Similarity Search and Applications, 2011

Indexing the signature quadratic form distance for efficient content-based multimedia retrieval.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

On (not) indexing quadratic form distance by metric access methods.
Proceedings of the EDBT 2011, 2011

Processing the signature quadratic form distance on many-core GPU architectures.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Improving the similarity search of tandem mass spectra using metric access methods.
Proceedings of the Third International Workshop on Similarity Search and Applications, 2010

On applications of parameterized hyperplane partitioning.
Proceedings of the Third International Workshop on Similarity Search and Applications, 2010

Answering Metric Skyline Queries by PM-tree.
Proceedings of the Dateso 2010 Annual International Workshop on DAtabases, 2010

2009
New dynamic construction techniques for M-tree.
J. Discrete Algorithms, 2009

On Metric Skyline Processing by PM-tree
CoRR, 2009

Parallel Dynamic Batch Loading in the M-tree.
Proceedings of the Second International Workshop on Similarity Search and Applications, 2009

2008
On reinsertions in M-tree.
Proceedings of the 24th International Conference on Data Engineering Workshops, 2008

NM-Tree: Flexible Approximate Similarity Search in Metric and Non-metric Spaces.
Proceedings of the Database and Expert Systems Applications, 19th International Conference, 2008


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