Ghent University Academic Bibliography

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An end-to-end pipeline for team-aware, pose-aligned augmented reality in cycling broadcasts

Winter Clinckemaillie (UGent) , Jelle Vanhaeverbeke (UGent) , Maarten Slembrouck (UGent) and Steven Verstockt (UGent)

(2026) COMPUTER VISION AND IMAGE UNDERSTANDING. 263.
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Development of a secure, standardised and interoperable surveillance platform for race-related injury and illness data within the UCI men’s and women’s road cycling world tour : a study protocol

Thomas Fallon, Robbe Decorte (UGent) , Steven Verstockt (UGent) , Debbie Palmer, Xavier Bigard and Neil Heron

(2026) BMJ OPEN SPORT & EXERCISE MEDICINE. 12(1).
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One-shot team recognition and 3D pose estimation of cyclists for augmented reality visualization

Winter Clinckemaillie (UGent) , Jelle Vanhaeverbeke (UGent) , Maarten Slembrouck (UGent) and Steven Verstockt (UGent)

(2025) SPORTS ANALYTICS, ISACE 2025. In Lecture Notes in Computer Science 15925. p.36-52
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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 Teunissen (UGent) , Irene R. Faber, Jelle De Bock, Maarten Slembrouck (UGent) , Steven Verstockt (UGent) , Matthieu Lenoir (UGent) and Johan Pion (UGent)

(2025) JOURNAL OF SPORTS SCIENCES. 43(1). p.23-32
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Cross-room CO2-based presence detection for occupancy profiling

Jelle Vanhaeverbeke (UGent) , Emiel Deprost (UGent) , Steven Verstockt (UGent) and Sofie Van Hoecke (UGent)

(2025) IEEE ACCESS. 13. p.120917-120930
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Multi-camera framing of dry slope snowboarding jumps

Robbe Decorte (UGent) , Robbe De Waele, Maarten Slembrouck (UGent) and Steven Verstockt (UGent)

(2025) ICSS2025 : the 10th International Congress on Science and Skiing, Abstracts. p.10-10
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Continuous monitoring of recruits during military basic training to mitigate attrition

Robbe Decorte (UGent) , Jelle Vanhaeverbeke (UGent) , Sarah VanDen Berghe (UGent) , Maarten Slembrouck (UGent) and Steven Verstockt (UGent)

(2025) SENSORS. 25(6).
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Flame monitoring and anomaly detection in steel reheating furnaces based on thermal video using a hybrid AI computer vision system

Jelle Vanhaeverbeke (UGent) , Steven Verstockt (UGent) and Sofie Van Hoecke

(2025) SCIENTIFIC REPORTS. 15(1).
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Semantic enrichment of a BIM model using revit : automatic annotation of doors in high-rise residential building models using machine learning

Soheila Bigdeli (UGent) , Pieter Pauwels, Steven Verstockt (UGent) , Nico Van de Weghe (UGent) and Bart Merci (UGent)

(2025) FIRE TECHNOLOGY. 61(4). p.1579-1611
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Large language models on race commentary : towards granular data in cycling analytics

Bram Janssens (UGent) , Matthias Bogaert (UGent) and Steven Verstockt (UGent)

(2025) MACHINE LEARNING AND DATA MINING FOR SPORTS ANALYTICS, MLSA 2024. In Communications in Computer and Information Science 2460. p.14-25
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Geosocial media’s perspective on energy : a text classification approach using natural language processing

Jana Verdoodt (UGent) , Kenzo Milleville (UGent) , Haosheng Huang (UGent) , Christophe Vandeviver (UGent) , Steven Verstockt (UGent) and Nico Van de Weghe (UGent)

(2025) JOURNAL OF LOCATION BASED SERVICES.
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Where is my recruit : assessing orienteering skills of military recruits through wearable data analytics

Robbe Decorte (UGent) , Dajo Criel, Kenzo Milleville (UGent) , Maarten Slembrouck (UGent) and Steven Verstockt (UGent)

(2025) JOURNAL OF LOCATION BASED SERVICES.
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Artemis : AI tools for historical maps – environmental studies in the Scheldt Valley

Fei Fei (UGent) , Kenzo Milleville (UGent) , Steven Verstockt (UGent) and Dieter De Witte (UGent)

(2025) FEARS 2025 : FEA Research Symposium, Abstracts.
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- Miscellaneous
Semantic enrichment of a BIM model using Revit : automatic annotation of doors in high-rise residential building models using machine learning (OCT, 10.1007/s10694-024-01655-0, 2024)

Soheila Bigdeli (UGent) , Pieter Pauwels (UGent) , Steven Verstockt (UGent) , Nico Van de Weghe (UGent) and Bart Merci (UGent)

(2025) FIRE TECHNOLOGY. 61(5). p.3899-3899
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A vision on talent : exploring gaze behaviour in football coaches and scouts

Laurens Gilson (UGent) , Maarten Slembrouck (UGent) , Frederik Deconinck (UGent) , Matthieu Lenoir (UGent) and Steven Verstockt (UGent)

(2025) 2025 World Congress on Science and Soccer, Abstracts.
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A vision on talent : exploring gaze behaviour in football coaches and scouts

Laurens Gilson (UGent) , Matthieu Lenoir (UGent) , Maarten Slembrouck (UGent) , Frederik Deconinck (UGent) and Steven Verstockt (UGent)

(2025) Vereniging voor Bewegings- en Sportwetenschappen (VBSW), 30ste symposium, Abstracts.
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SPORSA : innovative technology for safer cycling

Steven Verstockt (UGent) and Robbe Decorte (UGent)

(2025) Contributions to the 13th International Cycling Safety Conference. p.129-130
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Non-invasive monitoring in complex environments using wearable technology

Robbe Decorte (UGent) , Maarten Slembrouck (UGent) and Steven Verstockt (UGent)

(2024) 29th ECSS (European College of Sport Science) Annual Congress - Book of Abstracts. p.396-397
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Video-based detection of hurdle crossings by athletes to gather intermediate race timings

Aela Le Sommer, Jelle Vanhaeverbeke (UGent) , Robbe Decorte (UGent) , Maarten Slembrouck (UGent) and Steven Verstockt (UGent)

(2024) Engineering of Sport 15 : Proceedings from the 15th International Conference on the Engineering of Sport (ISEA 2024).
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Pose-based image retrieval and enrichment in the RMFAB

Ravi Khatri, Kenzo Milleville (UGent) , Steven Verstockt (UGent) , K. Lasaracina, L. Van de Cappelle and Dieter De Witte (UGent)

(2024) Digital Humanities Benelux 2024 Conference, Proceedings.
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Multi-sensor based analysis of the changeovers in team pursuit

Robbe Decorte (UGent) , Steven Verstockt (UGent) and Maarten Slembrouck (UGent)

(2024) JOURNAL OF SCIENCE AND CYCLING. 13(2). p.33-38
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Fully automatic camera for personalized highlight generation in sporting events

Robbe Decorte (UGent) , Jelle De Bock, Joachim Taelman (UGent) , Maarten Slembrouck (UGent) and Steven Verstockt (UGent)

(2024) SENSORS. 24(3).
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Point of interest recognition and tracking in aerial video during live cycling broadcasts

Jelle Vanhaeverbeke (UGent) , Robbe Decorte (UGent) , Maarten Slembrouck (UGent) , Sofie Van Hoecke (UGent) and Steven Verstockt (UGent)

(2024) APPLIED SCIENCES-BASEL. 14(20).
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'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 Teunissen (UGent) , Jelle De Bock, Dominique Schasfoort, Maarten Slembrouck (UGent) , Steven Verstockt (UGent) , Matthieu Lenoir (UGent) and Johan Pion (UGent)

(2024) FRONTIERS IN SPORTS AND ACTIVE LIVING. 6.
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Computer vision and machine learning approaches for metadata enrichment to improve searchability of historical newspaper collections

Dilawar Ali, Kenzo Milleville (UGent) , Steven Verstockt (UGent) , Nico Van de Weghe (UGent) , Sally Chambers (UGent) and Julie M. Birkholz (UGent)

(2024) JOURNAL OF DOCUMENTATION. 80(5). p.1031-1056
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Multi-modal hit detection and positional analysis in padel competitions

Robbe Decorte (UGent) , Martin Paré, Jelle Vanhaeverbeke (UGent) , Joachim Taelman (UGent) , Maarten Slembrouck (UGent) and Steven Verstockt (UGent)

(2024) 2024 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, CVPRW. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops p.3306-3314
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Comparing crowding perception and sensor counts at the Ghent festivities

Laure De Cock (UGent) , Christophe Vandeviver (UGent) , Steven Verstockt (UGent) , Guillaume Treille de Grandsaigne, Philippe De Doncker, Haosheng Huang (UGent) and Nico Van de Weghe (UGent)

(2024) SAFETY SCIENCE. 171.
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Semi-automated 3D reconstruction of volleyball players for physical load analysis

Tijs Hostyn, Joachim Taelman (UGent) , Robbe Decorte (UGent) , Steven Verstockt (UGent) and Maarten Slembrouck (UGent)

(2024) PROCEEDINGS OF THE 7TH ACM INTERNATIONAL WORKSHOP ON MULTIMEDIA CONTENT ANALYSIS IN SPORTS, MMSPORTS 2024. p.97-105
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Sensor-driven recording and annotation of dry slope jumps

Steven Verstockt (UGent) , Timothy De Bock, Jelle De Bock, Robbe Decorte (UGent) , Jelle Vanhaeverbeke (UGent) and Maarten Slembrouck (UGent)

(2023) Abstract Book of the 9th International Congress on Science and Skiing. p.63-64
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Sensor-based monitoring setups in military environments

Robbe Decorte (UGent) , Maarten Slembrouck (UGent) and Steven Verstockt (UGent)

(2023) 2023 FEA Research Symposium, Abstracts. In 2023 FEA Research Symposium, Abstracts
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Road cycling safety scoring based on geospatial analysis, computer vision and machine learning

Jelle De Bock and Steven Verstockt (UGent)

(2023) MULTIMEDIA TOOLS AND APPLICATIONS. 82(6). p.8359-8380
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Impact of (long) COVID on athletes' performance : a prospective study in elite football players

Evi Wezenbeek (UGent) , Sander Denolf (UGent) , Jan Bourgois (UGent) , R. M. Philippaerts, B. De Winne, Tine Willems (UGent) , Erik Witvrouw (UGent) , Steven Verstockt (UGent) and Joke Schuermans (UGent)

(2023) ANNALS OF MEDICINE. 55(1).
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Evaluating segmentation approaches on digitized herbarium specimens

Kenzo Milleville (UGent) , Krishna Kumar Thirukokaranam Chandrasekar (UGent) , Nico Van de Weghe (UGent) and Steven Verstockt (UGent)

(2023) ADVANCES IN VISUAL COMPUTING, ISVC 2023, PT II. In Lecture Notes in Computer Science 14362. p.65-78
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Exploring the potential of social media to study environmental topics and natural disasters

Kenzo Milleville (UGent) , Samuel Van Ackere (UGent) , Jana Verdoodt (UGent) , Steven Verstockt (UGent) , Philippe De Maeyer (UGent) and Nico Van de Weghe (UGent)

(2023) JOURNAL OF LOCATION BASED SERVICES. 17(4). p.355-369
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Enriching image archives via facial recognition

Kenzo Milleville (UGent) , Alec Van den broeck, Nastasia Vanderperren, Rony Vissers, Matthias Priem, Nico Van de Weghe (UGent) and Steven Verstockt (UGent)

(2023) ACM JOURNAL ON COMPUTING AND CULTURAL HERITAGE. 16(4).
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Automatic extraction of specimens from multi-specimen herbaria

Kenzo Milleville (UGent) , Krishna Kumar Thirukokaranam Chandrasekar (UGent) and Steven Verstockt (UGent)

(2023) ACM JOURNAL ON COMPUTING AND CULTURAL HERITAGE. 16(1).
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The least crowded path : where to start?

Laure De Cock (UGent) , Guillaume Treille de Grandsaigne, Philippe De Doncker, Christophe Vandeviver (UGent) , Steven Verstockt (UGent) and Nico Van de Weghe (UGent)

(2023) Abstracts of the International Cartographic Association.
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Helicopter video geolocalization for cycling races

Jelle Vanhaeverbeke (UGent) , Maarten Slembrouck (UGent) and Steven Verstockt (UGent)

(2023) 2023 FEA Research Symposium, Abstracts.
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Low cost and personalized highlight generation during cycling races

Robbe Decorte (UGent) , Jelle De Bock, Maarten Slembrouck (UGent) and Steven Verstockt (UGent)

(2023) Science & Cycling 2023, Abstracts.
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Automated PTZ framing of track cyclists using timing loops

Maarten Slembrouck (UGent) , Robbe Decorte (UGent) , Jelle De Bock and Steven Verstockt (UGent)

(2023) Science & Cycling 2023, Abstracts.
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Real-time estimation and monitoring of COVID-19 aerosol transmission risk in office buildings

Jelle Vanhaeverbeke (UGent) , Emiel Deprost (UGent) , Pieter Bonte (UGent) , Matthias Strobbe (UGent) , Jelle Nelis (UGent) , Bruno Volckaert (UGent) , Femke Ongenae (UGent) , Steven Verstockt (UGent) and Sofie Van Hoecke (UGent)

(2023) SENSORS. 23(5).
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NewspAIper : AI-based metadata enrichment of historical newspaper collections

Dilawar Ali, Kenzo Milleville (UGent) , Alec Van den broeck and Steven Verstockt (UGent)

(2022) DH Benelux 2022 : RE-MIX : creation and alteration in DH, Abstracts.
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Clustering of cycling race profiles

Bram Janssens (UGent) , Jelle De Bock, Steven Verstockt (UGent) and Matthias Bogaert (UGent)

(2022) EURO 2022 : conference handbook and abstracts : 32nd European Conference on Operational Research (EURO XXXII). p.250-250
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Association between SARS-COV-2 infection and muscle strain injury occurrence in elite male football players : a prospective study of 29 weeks including three teams from the Belgian professional football league

Evi Wezenbeek (UGent) , Sander Denolf (UGent) , Tine Willems (UGent) , Dries Pieters (UGent) , Jan Bourgois (UGent) , Renaat M. Philippaerts, Bram De Winne, Matthias Wieme, Robbe Van Hecke, Laurence Markey, et al.

(2022) BRITISH JOURNAL OF SPORTS MEDICINE. 56(14). p.818-823
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Environmental factors associated with perceived cycling safety along adolescents’ home-to-school routes

Sien Benoit, Delfien Van Dyck (UGent) , Tom Storme (UGent) , Frank Witlox (UGent) , Greet Cardon (UGent) , Jasper Schipperijn, Steven Verstockt (UGent) , Dirk Lauwers (UGent) and Nico Van de Weghe (UGent)

(2022) JOURNAL OF LOCATION BASED SERVICES. 16(3). p.208-243
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Context-aware querying, geolocalization, and rephotography of historical newspaper images

Dilawar Ali, Thibault Blyau (UGent) , Nico Van de Weghe (UGent) and Steven Verstockt (UGent)

(2022) APPLIED SCIENCES-BASEL. 12(21).
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Look into past : a different perspective to explore cultural heritage datasets

Dilawar Ali, Nico Van de Weghe (UGent) and Steven Verstockt (UGent)

(2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.
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Computer vision-based gate crossing detection for timing and analysis of ski and snowboard races

Robbe Decorte (UGent) , Jelle De Bock, Maarten Slembrouck (UGent) and Steven Verstockt (UGent)

(2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.
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An exploratory analysis on using social media to monitor environmental issues and natural disasters

Kenzo Milleville (UGent) , Samuel Van Ackere (UGent) , Nico Van de Weghe (UGent) , Steven Verstockt (UGent) and Philippe De Maeyer (UGent)

(2022) Proceedings of the 17th International Conference on Location Based Services (LBS 2022). p.1-7
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Extraction and classification of historical stamp cards using computer vision

Kenzo Milleville (UGent) , Krishna Kumar Thirukokaranam Chandrasekar (UGent) , Thibault Blyau (UGent) , Aurora Iannello, Umberto Michelucci and Steven Verstockt (UGent)

(2022) DH Benelux 2022 : RE-MIX : creation and alteration in DH, Proceedings.

An end-to-end pipeline for team-aware, pose-aligned augmented reality in cycling broadcasts

Development of a secure, standardised and interoperable surveillance platform for race-related injury and illness data within the UCI men’s and women’s road cycling world tour : a study protocol

One-shot team recognition and 3D pose estimation of cyclists for augmented reality visualization

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

Cross-room CO2-based presence detection for occupancy profiling

Multi-camera framing of dry slope snowboarding jumps

Continuous monitoring of recruits during military basic training to mitigate attrition

Flame monitoring and anomaly detection in steel reheating furnaces based on thermal video using a hybrid AI computer vision system

Semantic enrichment of a BIM model using revit : automatic annotation of doors in high-rise residential building models using machine learning

Large language models on race commentary : towards granular data in cycling analytics

Geosocial media’s perspective on energy : a text classification approach using natural language processing

Where is my recruit : assessing orienteering skills of military recruits through wearable data analytics

Artemis : AI tools for historical maps – environmental studies in the Scheldt Valley

Semantic enrichment of a BIM model using Revit : automatic annotation of doors in high-rise residential building models using machine learning (OCT, 10.1007/s10694-024-01655-0, 2024)

A vision on talent : exploring gaze behaviour in football coaches and scouts

A vision on talent : exploring gaze behaviour in football coaches and scouts

SPORSA : innovative technology for safer cycling

Non-invasive monitoring in complex environments using wearable technology

Video-based detection of hurdle crossings by athletes to gather intermediate race timings

Pose-based image retrieval and enrichment in the RMFAB

Multi-sensor based analysis of the changeovers in team pursuit

Fully automatic camera for personalized highlight generation in sporting events

Point of interest recognition and tracking in aerial video during live cycling broadcasts

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

Computer vision and machine learning approaches for metadata enrichment to improve searchability of historical newspaper collections

Multi-modal hit detection and positional analysis in padel competitions

Comparing crowding perception and sensor counts at the Ghent festivities

Semi-automated 3D reconstruction of volleyball players for physical load analysis

Sensor-driven recording and annotation of dry slope jumps

Sensor-based monitoring setups in military environments

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

Impact of (long) COVID on athletes' performance : a prospective study in elite football players

Evaluating segmentation approaches on digitized herbarium specimens

Exploring the potential of social media to study environmental topics and natural disasters

Enriching image archives via facial recognition

Automatic extraction of specimens from multi-specimen herbaria

The least crowded path : where to start?

Helicopter video geolocalization for cycling races

Low cost and personalized highlight generation during cycling races

Automated PTZ framing of track cyclists using timing loops

Real-time estimation and monitoring of COVID-19 aerosol transmission risk in office buildings

NewspAIper : AI-based metadata enrichment of historical newspaper collections

Clustering of cycling race profiles

Association between SARS-COV-2 infection and muscle strain injury occurrence in elite male football players : a prospective study of 29 weeks including three teams from the Belgian professional football league

Environmental factors associated with perceived cycling safety along adolescents’ home-to-school routes

Context-aware querying, geolocalization, and rephotography of historical newspaper images

Look into past : a different perspective to explore cultural heritage datasets

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

An exploratory analysis on using social media to monitor environmental issues and natural disasters

Extraction and classification of historical stamp cards using computer vision