PHD

ToDo

Annotace

Model pro relevance-feedback
Aplikace pro gait recognition?

Data mining methods

Císt: Data mining: Practical machine learning tools and techniques, The elements of statistical learning
Nastudovat: latent semantic indexing;

Literatura

Anotace k precteným clánkum

Výsledky

Journal papers

Efficient Retrieval of Human Motion Episodes Based on Indexed Motion-Word Representations. International Journal of Semantic Computing, vol. 15, issue 2 (2021)
Content-based Management of Human Motion Data: Survey and Challenges. IEEE Access, vol. 9 (26 April 2021)
ConceptRank for Search-Based Image Annotation. Multimedia Tools and Applications, vol. 77, issue 7 (1 April 2018)
Fusion Strategies for Large-Scale Multi-Modal Image Retrieval. TLDKS (LNCS Transactions on Large-Scale Data- and Knowledge-Centered Systems), vol. XXXIII (2017)
Inherent fusion: Towards scalable multi-modal search. Journal of Database Management, vol. 27, issue 4 (December 2016)
accepted but never published: Large-scale multi-modal image search: theory and practice. International Journal of Multimedia Data Engineering and Management

Conference papers

Visual Exploration of Human Motion Data. SISAP 2022 (prezentace, poster)
Efficient Indexing of 3D Human Motions. ICMR 2021 (prezentace, namluvená prezentace)
- Note for next presentation: audience may know nothing about motion retrieval => give a short example of motion processing task, e.g., looking for similar figure-skating elements
Towards Scalable Retrieval of Human Motion Episodes. ISM 2020 (prezentace, namluvená prezentace)
Motion Words: A Text-like Representation of 3D Skeleton Sequences. ECIR 2020 (prezentace, namluvená prezentace)
Multi-modal Image Retrieval for Search-based Image Annotation with RF. ISM 2018
Search-Based Image Annotation: Extracting Semantics from Similar Images. CLEF 2015
DISA at ImageCLEF 2014: The search-based solution for scalable image annotation. ImageCLEF 2014
CLAN Photo Presenter: Multi-modal Summarization Tool for Image Collections. Demo ICMR 2014 (poster.pdf, poster.pptx)
Content-Based Annotation and Classification Framework: A General Multi-Purpose Approach. IDEAS 2013 (prezentace)
Multi-modal image search for large-scale applications. MDDE 2012 workshop (prezentace)
Query Language for Complex Similarity Queries. ADBIS 2012 (prezentace)
Evaluation Platform for Content-based Image Retrieval Systems. Theory and Practice of Digital Libraries (TPDL 2011) (prezentace)
MUFIN at ImageCLEF 2011: Success or Failure?. Conference on Multilingual and Multimodal Information Access Evaluation (CLEF 2011) (poster)
Online Image Annotation. Demo SISAP 2011
Improving the Image Retrieval System by Ranking. Demo SISAP 2010 (miniprezentace)
Similarity Query Postprocessing by Ranking. Clánek AMR 2010 (prezentace)
CoPhIR Image Collection under the Microscope. Clánek SISAP 2009
Combining Metric Features in Large Collections. Clánek SISAP 2008

Technical reports

Visual Concept Ontology for Image Annotations (November 2014)
DISA at ImageCLEF 2014 Revised: Search-based Image Annotation with DeCAF Features (September 2014)
Query Language for Complex Similarity Queries (April 2012)

Clánky popularizacní

Image search: kde slova nestací. Zpravodaj (2010)
MUFIN: budte v obraze! Ikaros (2009)

Prezentace

Efficient Processing of 3D Human Motions - prezentace na seminári DISA, 6. 4. 2021
Motion Words: Efficient and Effective Representation of Motion Capture Data - prezentace na seminári DISA, jaro 2019
Image Annotation with Relevance Feedback: Inspirations, ideas & plans - prezentace na seminári DISA, 4. 4. 2017
MUFIN Image Annotation vs. Google Label Detection - prezentace na seminári DISA, 1. 11. 2016
Scalable Image Annotation with ConceptRank - prezentace na seminári DISA, 15. 3. 2016
Neural networks in modern image processing - prezentace na seminári DISA, 30. 9. 2014
DISA at ImageCLEF 2014 Annotation Task: results, better results, and future work - prezentace na seminári DISA, 30. 9. 2014
Semantic search-based image annotation - CEMI meeting, Plzen, 16. 4. 2014
Search-based image annotation - rekapitulace výzkumu a cílu, CEMI meeting, Praha, 14. 3. 2014
Similarity searching in image retrieval and annotation - prezentace v predmetu PA128
Content and context in image search: A comparative survey (position talk) - prezentace na seminári LSD
SQL-Based Query Language for Complex Similarity Queries - prezentace na seminári LSD
Automatic Image Annotation - basic approaches, our solution - prezentace na seminári LSD
Web image search - Ranking strategies - prezentace na seminári LSD
Excuse me, what are you searching for? - Informatický seminár, podzim 2009
Query Language for Similarity Searching Paradigm - prezentace projektu pro JCMM
Improving results quality in similarity search system - prezentace na seminári Academic Speaking
Improving Similarity Search: Ranking - prezentace na seminári LSD
Základní principy LSH - prezentace na seminári LSD

Postery

MUFIN - prezentace MUFINu pro verejnost (pripraveno pro muzeum)
Ranking: Metric Query Postprocessing - Informatický seminár, jaro 2010
Metric Query Processing - Informatický seminár, jaro 2009

Dema

Další

Další materiály

Useful pieces of information
List of computer vision and graphics journals - also tips for multimedia retrieval, information fusion

Prezentace výsledku

Clean up your mess (a guide to visual design for everyone)
Dobré nápady pro prezentování: motivace pred outline; na konci pri summary ríct, co je v paperu navíc proti prezentaci
Nice phrases that might be of use for a new paper
Tips and tricks with TeX
Become a Better Public Speaker with Speaking.io

My personal cheatsheet