Primary tabs
Mimir: An Automatic Reporting and Reasoning System for Deep Learning based Analysis in the Medical Domain In Proceedings of the 9th ACM Multimedia Systems Conference. Amsterdam, Netherlands: ACM, 2018.
Motor Activity Based Classification of Depression in Unipolar and Bipolar Patients In 2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS), Edited by B. Kane. Karlstad, Sweden: IEEE, 2018.
"Multimodal analysis of user behavior and browsed content under different image search intents." International Journal of Multimedia Information Retrieval 7 (2018): 29-41.
OpenSea - Open Search Based Classification Tool In Proceedings of the 9th ACM Multimedia Systems Conference. Amsterdam, Netherlands: ACM, 2018.
Overview of ImageCLEF 2018: Challenges, datasets and evaluation In ImageCLEF 2018, Edited by P. Bellot. Springer, 2018.
Overview of ImageCLEFlifelog 2018: daily living understanding and lifelog moment retrieval In Working Notes of CLEF 2018 - Conference and Labs of the Evaluation Forum, Edited by L. Cappellato. Avignon, France: CEUR Workshop Proceedings, 2018.
"Sharing and reproducibility in ACM SIGMM." ACM SIGMultimedia Records 10 (2018): 1.
"Social Media and Satellites. Disaster event detection, linking and summarization." Multimedia Tools and Applications 78, no. 3 (2018): 2837-2875.
mtap_2018.pdf (24.14 MB)
mtap_2018.pdf (24.14 MB) Team ORG @ GameStory Task 2018 In Proceeding of the MediaEval Benchmarking Initiative for Multimedia Evaluation. MediaEval, 2018. team_org_at_mediaeval_2018_gamestory_task.pdf (1.91 MB)
team_org_at_mediaeval_2018_gamestory_task.pdf (1.91 MB) "Top-Down Saliency Detection Driven by Visual Classification." Computer Vision and Image Understanding 172 (2018): 67-76. 1709.05307.pdf (6.94 MB)
1709.05307.pdf (6.94 MB) Tradeoffs using Binary and Multiclass Neural Network Classification for Medical Multidisease Detection In 2018 IEEE International Symposium on Multimedia (ISM). IEEE, 2018. main.pdf (807.82 KB)
main.pdf (807.82 KB) Transfer learning with prioritized classification and training dataset equalization for medical objects detection In Working Notes Proceedings of the MediaEval 2018 Workshop. CEUR Workshop Proceedings, 2018. mediaeval_18_paper_58.pdf (377.21 KB)
mediaeval_18_paper_58.pdf (377.21 KB) Using preprocessing as a tool in medical image detection In MediaEval 2018. Nice, France: MediaEval, 2018. mediaeval_18_paper_17_1.pdf (421.1 KB)
mediaeval_18_paper_17_1.pdf (421.1 KB) Building a disclosed lifelog dataset: challenges, principles and processes In Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing (CBMI 2017), Edited by M. Bertini. ACM/IEEE, 2017.
ClusterTag: Interactive Visualization, Clustering and Tagging Tool for Big Image Collections In ACM International Conference on Multimedia Retrieval. Bucharest: ACM, 2017.
CNN and GAN Based Satellite and Social Media Data Fusion for Disaster Detection In MediaEval Benchmark 2017, Edited by K. Ahmad. Dublin, Ireland: CEUR-WS.org, 2017.
A comparison of deep learning with global features for gastrointestinal disease detection In MediaEval Benchmark 2017, Edited by M. Riegler. Dublin, Ireland: CEUR-WS.org, 2017.
A comparison of deep learning with global features for gastrointestinal disease detection In MediaEval Benchmark 2017, Edited by M. Riegler. Dublin, Ireland: CEUR-WS.org, 2017.
Detection and Classification of Bleeding Region in WCE Images Using Color Feature In Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing. New York, NY, USA: ACM, 2017.
"Efficient disease detection in gastrointestinal videos – global features versus neural networks." Multimedia Tools and Applications 76, no. 21 (2017): 22493-22525. pogorelov_et_al-2017-multimedia_tools_and_applications.pdf (7.69 MB)
pogorelov_et_al-2017-multimedia_tools_and_applications.pdf (7.69 MB) EIR - A Medical Multimedia System for Efficient Computer Aided Diagnosis In University of Oslo. Vol. PhD. University of Oslo: University of Oslo, 2017.
EIR: changing the scene of automatic detection software for gastrointestinal endoscopy In World Congress of GI Endoscopy, Edited by T. de Lange. Hyderabad, India: World Endoscopic Organisation, 2017.
Finding equilibrium for gym ownership distribution based on game dynamics in Pokémon GO game In ACM International Workshop on Massively Multiuser Virtual Environments. Taiwan: ACM, 2017.
"From Annotation to Computer-Aided Diagnosis: Detailed Evaluation of a Medical Multimedia System." ACM Transactions on Multimedia Computing, Communications, and Applications 13, no. 3 (2017). from_annotation_to_computer-aided_diagnosis_detailed_evaluation_of_a_medical_multimedia_system.pdf (697.97 KB)
from_annotation_to_computer-aided_diagnosis_detailed_evaluation_of_a_medical_multimedia_system.pdf (697.97 KB) A Holistic Multimedia System for Gastrointestinal Tract Disease Detection In 8th annual ACM conference on Multimedia Systems (MMSys), Edited by P. Cesar and C. Hsu. ACM, 2017. p112-pogorelov.pdf (2.84 MB)
p112-pogorelov.pdf (2.84 MB)