Research Explorer

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Researcher

Jelle De Bock

Awards & Distinctions

19 Results

2025

A machine learning approach for the classification of sports based on a coaches' perspective of environmental, individual and task requirements : a sports profile analysis

Jan Willem TeunissenIrene R. FaberJelle De BockMaarten SlembrouckSteven VerstocktMatthieu LenoirJohan Pion

A1 Journal Article in JOURNAL OF SPORTS SCIENCES

2024

'There is more that unites us than divides us' : optimizing talent transfer processes by clustering 34 sports by their task, individual and environmental similarities

Jan Willem TeunissenJelle De BockDominique SchasfoortMaarten SlembrouckSteven VerstocktMatthieu LenoirJohan Pion

A2 Journal Article in FRONTIERS IN SPORTS AND ACTIVE LIVING

Fully automatic camera for personalized highlight generation in sporting events

Robbe DecorteJelle De BockJoachim TaelmanMaarten SlembrouckSteven Verstockt

A1 Journal Article in SENSORS

2023

Automated PTZ framing of track cyclists using timing loops

Maarten SlembrouckRobbe DecorteJelle De BockSteven Verstockt

Data-driven performance and safety analysis in cycling races

Jelle De BockSteven VerstocktMaarten Slembrouck

Low cost and personalized highlight generation during cycling races

Robbe DecorteJelle De BockMaarten SlembrouckSteven Verstockt

Road cycling safety scoring based on geospatial analysis, computer vision and machine learning

Jelle De BockSteven Verstockt

A1 Journal Article in MULTIMEDIA TOOLS AND APPLICATIONS

Sensor-driven recording and annotation of dry slope jumps

Steven VerstocktTimothy De BockJelle De BockRobbe DecorteJelle VanhaeverbekeMaarten Slembrouck

2022

Clustering of cycling race profiles

Bram JanssensJelle De BockSteven VerstocktMatthias Bogaert

Computer vision-based gate crossing detection for timing and analysis of ski and snowboard races

Robbe DecorteJelle De BockMaarten SlembrouckSteven Verstockt

Video- and location-based analysis of cycling routes for safety measures and fan engagement

Pirlouit DumezGuillaume PrevostMaarten SlembrouckJelle De BockJulien MarbaixSteven Verstockt

2021

SmarterROUTES-a data-driven context-aware solution for personalized dynamic routing and navigation

Jelle De BockSteven Verstockt

A2 Journal Article in ACM TRANSACTIONS ON SPATIAL ALGORITHMS AND SYSTEMS

Video-based analysis and reporting of riding behavior in cyclocross segments

Jelle De BockSteven Verstockt

A1 Journal Article in SENSORS

2020

Data-driven summarization of broadcasted cycling races by automatic team and rider recognition

Steven VerstocktAlec Van den broeckBrecht Van VoorenSimon De SmulJelle De Bock

GPS driven camera selection in cyclocross races for automatic rider story generation

Jelle De BockAlec Van den broeckSteven Verstockt

2019

Data-driven summarization and synchronized second-screen enrichment of cycling races : using live and historical sports data to reinvent traditional reporting

Steven VerstocktErik MannensJelle De Bock

SmarterRoutes : data-driven road complexity estimation for level-of-detail adaptation of navigation services

Jelle De BockSteven Verstockt

A2 Journal Article in ADVANCES IN CARTOGRAPHY AND GISCIENCE OF THE ICA

The need for data-driven bike fitting : data study of subjective expert fitting

Jarich BraeckeveltJelle De BockJoke SchuermansSteven VerstocktErik WitvrouwJeroen Dierckx

2018

Towards an automated workout compliance model

Jelle De BockGilles VandewieleSteven VerstocktFemke OngenaeFilip De Turck