Research output

Research output per year 1996 2005 2006 2007 2008 2009 2010 2017 2024 2025

• 191 Conference article in proceedings
• 41 Article
• 23 Working paper
• 14 Chapter
• 17 More
  • 9 Software
  • 2 Anthology
  • 2 Abstract
  • 2 Paper
  • 1 Book
  • 1 Review Article

Research output per year

Research output per year

Search results

• 2025

  All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages

  Vayani, A., Dissanayake, D., Watawana, H., Ahsan, N., Sasikumar, N., Thawakar, O., Ademtew, H. B., Hmaiti, Y., Kumar, A., Kuckreja, K., Maslych, M., Ghallabi, W. A., Qin, C., Shaker, A. M., Zhang, M., Ihsani, M. K., Esplana, A., Gokani, M., Mirkin, S. & Singh, H. & 47 others, Srivastava, A., Hamerlik, E., Izzati, F. A., Maani, F. A., Cavada, S., Chim, J., Gupta, R., Manjunath, S., Zhumakhanova, K., Rabevohitra, F. H., Amirudin, A., Ridzuan, M., Kareem, D., More, K., Li, K., Shakya, P., Saad, M., Ghasemaghaei, A., Djanibekov, A., Azizov, D., Jankovic, B., Bhatia, N., Obando-Ceron, J., Otieno, O., Farestam, F., Rabbani, M., Baliah, S., Sanjeev, S., Shtanchaev, A., Fatima, M., Nguyen, T., Kareem, A., Aremu, T., Xavier, N., Bhatkal, A., Toyin, H., Chadha, A., Cholakkal, H., Anwer, R. M., Felsberg, M., Laaksonen, J., Solorio, T., Choudhury, M., Laptev, I., Shah, M., Khan, S. & Khan, F., 10 Jun 2025, (Accepted/In press) The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2025. United States: IEEE, 25 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Low-resource Languages 100%
  • Language Matter 100%
  • Cultural Aspect 50%

• Efficient text-to-video retrieval via multi-modal multi-tagger derived pre-screening

  Xu, Y., Wu, M., Guo, Z., Cao, M., Ye, M. & Laaksonen, J., Dec 2025, In: Visual Intelligence. 3, 1, p. 1-13 13 p., 2.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Video Retrieval 100%
  • Search Space 20%
  • Substantial Number 20%
  • Representation Learning 20%
  • Computing Resource 20%
  2 Downloads (Pure)

• Video Instance Segmentation in an Open-World

  Thawakar, O., Narayan, S., Cholakkal, H., Anwer, R. M., Khan, S., Laaksonen, J., Shah, M. & Khan, F. S., Jan 2025, In: International Journal of Computer Vision. 133, 1, p. 398-409 12 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Feature Enrichment 100%
  • YouTube 50%
• 2024

  A Comparison of Hyperspectral Super-Resolution Techniques for Boreal Forest Imagery

  Chudasama, Y., Muhammad, U., Mayra, V., Guiotte, F. & Laaksonen, J., 2024, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. IEEE, p. 1226-1230 5 p. (IEEE International Geoscience and Remote Sensing Symposium proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Boreal Forest 100%
  • Hyperspectral Imaging 100%
  • Hyperspectral Image 100%
  • State of the Art 50%
  • Image Enhancement 50%
  36 Downloads (Pure)

• AS-Net : active speaker detection using deep audio-visual attention

  Radman, A. & Laaksonen, J., Aug 2024, In: Multimedia Tools and Applications. 83, 28, p. 72027-72042 16 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Detection 100%
  • Active Network 100%
  • Audio-visual 100%
  • Speaker 100%
  • Attention 100%
  2 Citations (Scopus)

  16 Downloads (Pure)

• AV-PEA : Parameter-Efficient Adapter for Audio-Visual Multimodal Learning

  Radman, A. & Laaksonen, J., 2024, Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 2: VISAPP. SciTePress, p. 730-737 8 p. (Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Transfer Learning 100%
  • Learning Transfer 100%
  • Training 66%
  • Integration 40%
  • Learning Process 33%

• Bilateral Reference for High-Resolution Dichotomous Image Segmentation

  Zheng, P., Gao, D., Fan, D.-P., Liu, L., Laaksonen, J., Ouyang, W. & Sebe, N., 22 Aug 2024, In: CAAI Artificial Intelligence Research. 3, p. 1-12 12 p., 9150038.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Quality Map 100%
  • Reference Target 100%
  • Target Reference 66%
  17 Downloads (Pure)

• Diffusion-Based Multimodal Video Captioning

  Kainulainen, J., Guo, Z. & Laaksonen, J., 7 Dec 2024, Computer Vision – ACCV 2024 : 17th Asian Conference on Computer Vision, Hanoi, Vietnam, December 8–12, 2024, Proceedings, Part III. Springer, p. 148-165 (Lecture Notes in Computer Science; vol. 15474).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  • Conditional Generation 100%
  • Fusion Technique 100%
  • Continuous Signal 100%

• Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection

  Muhammad, U., Laaksonen, J., Romaissa Beddiar, D. & Oussalah, M., Dec 2024, In: International Journal of Computer Vision. 132, 12, p. 5759-5782 24 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Presentation Attack Detection 100%
  • Synthetic Data 100%
  • Sufficient Number 20%
  16 Downloads (Pure)

• Mesh Surface And Morphological Hierarchies For Individual Tree Detection And Segmentation From LiDAR Data

  Guiotte, F., Kostensalo, J. & Laaksonen, J., 2024, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. IEEE, p. 8650-8654 5 p. ( IEEE International Geoscience and Remote Sensing Symposium proceedings ).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Point Cloud 100%
  • Connected Component 66%
  • Individual Model 33%
  • Segmentation Method 33%
  • Detection Method 33%
  39 Downloads (Pure)

• Saliency-based video summarization for face anti-spoofing

  Muhammad, U., Oussalah, M. & Laaksonen, J., Sept 2024, In: Pattern Recognition Letters. 185, p. 190-196 7 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  • Video Summarization 100%
  • Anti-Spoofing 100%
  • Salient Region 25%
  • Laplace Operator 25%
  1 Citation (Scopus)

• Size-Modulated Deformable Attention in Spatio-Temporal Video Grounding Pipelines

  Tiwari, H., Pehlivan Tort, S. & Laaksonen, J., 3 Dec 2024, Pattern Recognition - 27th International Conference, ICPR 2024, Proceedings. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (eds.). Springer, p. 308-324 (Lecture Notes in Computer Science; vol. 15318).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  • Reliability Prediction 100%
  • Temporal Region 100%

• Temporal teacher with masked transformers for semi-supervised action proposal generation

  Pehlivan, S. & Laaksonen, J., 15 Mar 2024, In: Machine Vision and Applications. 35, 3, p. 1-15 15 p., 36.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Deep Neural Network 100%
  • Detection 100%
  • Annotation 100%
  • Semisupervised Learning 100%
  • Task Performance 100%
  1 Citation (Scopus)

  17 Downloads (Pure)

• Text-to-Multimodal Retrieval with Bimodal Input Fusion in Shared Cross-Modal Transformer

  Arora, P., Pehlivan, S. & Laaksonen, J., 2024, 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings. Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). European language resources distribution agency, p. 15823-15834 12 p. (International conference on computational linguistics)(LREC proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Contrastive Loss 100%
  • Mutual Information 100%
  • Multimedia Content 100%
  15 Downloads (Pure)

• XrayGPT: Chest Radiographs Summarization using Large Medical Vision-Language Models

  Thawakar, O., Shaker, A., Mullappilly, S. S., Cholakkal, H., Anwer, R. M., Khan, S., Laaksonen, J. & Khan, F. S., 2024, BioNLP 2024 - 23rd Meeting of the ACL Special Interest Group on Biomedical Natural Language Processing, Proceedings of the Workshop and Shared Tasks. Demner-Fushman, D., Ananiadou, S., Miwa, M., Roberts, K. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 440-448 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Language Modeling 100%
  • Large Language Model 100%
  • X Ray Film 100%
  • Massive Datasets 33%
  • Medical Doctor 33%
  7 Citations (Scopus)
• 2023

  3D Mitochondria Instance Segmentation with Spatio-Temporal Transformers

  Thawakar, O., Anwer, R. M., Laaksonen, J., Reiner, O., Shah, M. & Khan, F. S., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023: Proceedings of 26th International Conference. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer, p. 613-623 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14227 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Range Dependency 100%
  • Deformable Convolution 100%
  2 Citations (Scopus)

  5 Downloads (Pure)

• Anchor-Free Action Proposal Network with Uncertainty Estimation

  Pehlivan, S. & Laaksonen, J., 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023. IEEE, p. 1853-1858 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2023-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Models 100%
  • Uncertainty Estimation 100%
  • Evaluation 50%
  • Benchmark 50%
  • Action Recognition 50%
  1 Citation (Scopus)

  31 Downloads (Pure)

• Cross-Modulated Few-Shot Image Generation for Colorectal Tissue Classification

  Kumar, A., Bhunia, A. K., Narayan, S., Cholakkal, H., Anwer, R. M., Laaksonen, J. & Khan, F. S., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023: Proceedings of 26th International Conference. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer, p. 128-137 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14222 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Image Synthesis 100%
  • Evaluation 66%
  • Accuracy 33%
  • Training Data 33%
  • Classifier 33%
  2 Citations (Scopus)

• Deep Ensemble Learning with Frame Skipping for Face Anti-Spoofing

  Muhammad, U., Hoque, M. Z., Oussalah, M. & Laaksonen, J., 2023, 2023 Twelfth International Conference on Image Processing Theory, Tools and Applications (IPTA). IEEE, 6 p. ( International workshops on image processing theory, tools, and applications).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Ensemble Learning 100%
  • Recurrent Neural Network 100%
  • Models 66%
  • Attack 66%
  • Threat 33%
  1 Citation (Scopus)

• Improved action proposals using fine-grained proposal features with recurrent attention models

  Pehlivan, S. & Laaksonen, J., Feb 2023, In: Journal of Visual Communication and Image Representation. 90, p. 1-13 13 p., 103709.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Models 100%
  • Recurrent 100%
  • Networks 83%
  • Network Model 50%
  • Joints (Structural Components) 33%
  1 Citation (Scopus)

  43 Downloads (Pure)

• Learning by Hallucinating: Vision-Language Pre-training with Weak Supervision

  Wang, T.-J. J., Laaksonen, J., Langer, T., Arponen, H. & Bishop, T., 6 Feb 2023, Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023. IEEE, p. 1073-1083 11 p. (IEEE Winter Conference on Applications of Computer Vision).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Models 100%
  • Training Model 75%
  • Utilities 25%
  • Semantics 25%
  • Visual Feature 25%
  3 Citations (Scopus)

  35 Downloads (Pure)

• Person Image Synthesis via Denoising Diffusion Model

  Kumar Bhunia, A., Khan, S., Cholakkal, H., Anwer, R. M., Laaksonen, J., Shah, M. & Khan, F. S., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE, p. 5968-5976 9 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Diffusion Model 100%
  • Image Synthesis 100%
  • Models 33%
  • User 33%
  • Transformations 33%
  83 Citations (Scopus)

• PiTL: Cross-modal Retrieval with Weakly-supervised Vision-language Pre-training via Prompting

  Guo, Z., Wang, T. J. J., Pehlivan, S., Radman, A. & Laaksonen, J., 19 Jul 2023, SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. ACM, p. 2261-2265 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Language Modeling 100%
  • Object Detector 100%
  • Large Language Model 100%
  • Annotation 50%
  2 Citations (Scopus)

  55 Downloads (Pure)

• Syntax and Semantics of Adpositions and Case Marking : Description of Prepositions in English and Adpositions and Case Marking in Finnish within the Framework of a Parallel Database

  Suihkonen, P. & Laaksonen, J., 15 Dec 2023, Lincom. 332 p. (Lincom Studies in Theoretical Linguistics; vol. 69)

  Research output: Book/Report › Book › Scientific › peer-review

  • Case marking 100%
  • Adposition 100%
  • relator 100%
  • Disambiguation 44%
  • Lexical Category 11%
• 2022

  CLIP4IDC: CLIP for Image Difference Captioning

  Guo, Z., Wang, T.-J. J. & Laaksonen, J., Nov 2022, Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (AACL-IJCNLP). Association for Computational Linguistics, Vol. 2. p. 33-42

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Image Difference 100%
  • Models 33%
  • Visual Feature 33%
  • Domains 16%
  • Benchmark 16%
  47 Downloads (Pure)

• DoodleFormer: Creative Sketch Drawing with Transformers

  Bhunia, A. K., Khan, S., Cholakkal, H., Anwer, R. M., Khan, F. S., Laaksonen, J. & Felsberg, M., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer, p. 338-355 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13677 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Generation 100%
  • Models 33%
  • Evaluation 33%
  • Related Application 33%
  • Image Synthesis 33%
  13 Citations (Scopus)

• Learning a Dynamic Cross-Modal Network for Multispectral Pedestrian Detection

  Xie, J., Anwer, R., Cholakkal, H., Nie, J., Cao, J., Laaksonen, J. & Khan, F. S., 10 Oct 2022, MM '22: Proceedings of the 30th ACM International Conference on Multimedia. ACM, p. 4043-4052

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  • Networks 100%
  • Detection 100%
  • Application 25%
  • Benchmark 25%
  • Detection Performance 25%

• Objektintunnistus ja suomalainen elokuva

  Translated title of the contribution: Object recognition and Finnish cinemaLaaksonen, J., Dec 2022, In: Lähikuva. 35, 4

  Research output: Contribution to journal › Review Article

• Post-Attention Modulator for Dense Video Captioning

  Guo, Z., Wang, T.-J. J. & Laaksonen, J., 2022, Proceedings of the 26th International Conference on Pattern Recognition (ICPR). IEEE, p. 1536-1542 (International Conference on Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Domains 100%
  • Models 66%
  • Meaningful Learning 33%
  • Events 33%
  • Modeling 33%
  2 Citations (Scopus)

  54 Downloads (Pure)

• TAIGA: a novel dataset for multitask learning of continuous and categorical forest variables from hyperspectral imagery

  Mottus, M., Pham, P., Halme, E., Molinier, M., Cu, H. & Laaksonen, J., 2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, 12 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Forest 100%
  • Learning 100%
  • Data Set 100%
  • Imagery 100%
  • Datum 66%
  11 Citations (Scopus)

  111 Downloads (Pure)

• Tracing Signs of Urbanity in the Finnish Fiction Film of the 1950s: Toward a Multimodal Analysis of Audiovisual Data

  Grósz, T., Kallioniemi, N., Kiiskinen, H., Laine, K., Moisio, A., Römpötti, T., Virkkunen, A., Salmi, H., Kurimo, M. & Laaksonen, J., 2022, Proceedings of the 6th Digital Humanities in the Nordic and Baltic Countries Conference (DHNB 2022), Long Papers. CEUR, Vol. 3232. p. 63-78 16 p. (CEUR Workshop Proceedings; no. 3232).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Audio-visual 100%
  • Fiction Film 100%
  • Signs 100%
  • 1950s 100%
  • Urbanity 100%
  1 Citation (Scopus)

  53 Downloads (Pure)

• Understanding videos with face recognition: a complete pipeline and applications

  Lisena, P., Laaksonen, J. & Troncy, R., Dec 2022, In: MULTIMEDIA SYSTEMS. 28, 6, p. 2147-2159 13 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  • Application 100%
  • Face Recognition 100%
  • Video Understanding 100%
  • Web Search Engine 33%
  • Classifier 33%
  1 Citation (Scopus)

• When to Laugh and How Hard? A Multimodal Approach to Detecting Humor and Its Intensity

  Alnajjar, K., Hämäläinen, M., Tiedemann, J., Laaksonen, J. & Kurimo, M., Oct 2022, Proceedings of the 29th International Conference on Computational Linguistics. International Committee on Computational Linguistics, p. 6875-6886 12 p. (Proceedings of the International Conference on Computational Linguistics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File
  51 Downloads (Pure)
• 2021

  Compact Deep Color Features for Remote Sensing Scene Classification

  Anwer, R. M., Khan, F. S. & Laaksonen, J., Apr 2021, In: Neural Processing Letters. 53, 2, p. 1523-1544 22 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Color 100%
  • Telemetry 100%
  • Classification 100%
  • Network 50%
  • Model 37%
  16 Citations (Scopus)

  67 Downloads (Pure)

• Exploring multimodality, perplexity and explainability for memorability prediction

  Reboud, A., Harrando, I., Laaksonen, J. & Troncy, R., 15 Dec 2021.

  Research output: Contribution to conference › Paper › Scientific › peer-review

  Open Access

  File
  102 Downloads (Pure)

• FaceRec: An Interactive Framework for Face Recognition in Video Archives

  Lisena, P., Laaksonen, J. & Troncy, R., 21 Jun 2021, Proceedings of 2nd International Workshop on Data-driven Personalisation of Television (DataT. ACM, 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Professional

  Open Access

  File
  55 Downloads (Pure)

• Patch size selection for analysis of sub-meter resolution hyperspectral imagery of forests

  Mõttus, M., Molinier, M., Halme, E., Cu, T. & Laaksonen, J., 16 Jul 2021, Proceedings of 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS. IEEE, ( IEEE International Geoscience and Remote Sensing Symposium proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Forest 100%
  • Information 100%
  • Measuring Instrument 100%
  • Imagery 100%
  • Patch Size 100%
  82 Downloads (Pure)

• TAIGA hyperspectral remote sensing dataset and baseline multi-task CNN for benchmark

  Pham, P., Cu, T., Laaksonen, J., Mõttus, M., Halme, E. & Molinier, M., 2021

  Research output: Artistic and non-textual form › Software › Scientific

• When Worlds Collide: AI-Created, Human-Mediated Video Description Services and the User Experience

  Braun, S., Starr, K., Delfani, J., Tiittula, L., Laaksonen, J., Braeckman, K., Van Rijsselbergen, D., Lagrillière, S. & Saarikoski, L., Jul 2021, HCI International 2021 - Late Breaking Papers: Cognition, Inclusion, Learning, and Culture: 23rd HCI International Conference, HCII 2021, Virtual Event, July 24–29, 2021, Proceedings. Stephanidis, C., Harris, D., Li, W.-C., Schmorrow, D. D., Fidopiastis, C. M., Antona, M., Gao, Q., Zhou, J., Zaphiris, P., Ioannou, A., Ioannou, A., Sottilare, R. A., Schwarz, J. & Rauterberg, M. (eds.). Springer, p. 147-167 21 p. (Lecture Notes in Computer Science; vol. 13096).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Artificial Intelligence 100%
  • User Experience 100%
  • Accuracy 66%
  • Questionnaire 66%
  • Functionality 66%
  63 Downloads (Pure)
• 2020

  AI4TV 2020: 2nd International Workshop on AI for Smart TV Content Production, Access and Delivery

  Troncy, R., Laaksonen, J., Rezazadegan Tavakoli, H., Nixon, L., Mezaris, V. & Hosseini, M., 12 Oct 2020, p. 4756-4757.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  • Artificial Intelligence 100%
  • Content Delivery 100%
  • Content Production 100%
  • Technological Development 50%
  • Academia 50%

• Comparing human and automated approaches to visual storytelling

  Braun, S., Starr, K. & Laaksonen, J., 2020, Innovation in Audio Description Research. Routledge, 38 p. (IATIS Yearbook).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

  Open Access

  File

  • Narrative Method 100%
  • Approach 100%
  • Visual Storytelling 100%
  • Storytelling 100%
  • Image 60%
  422 Downloads (Pure)

• Deep Contextual Attention for Human-Object Interaction Detection

  Wang, T., Anwer, R. M., Khan, M. H., Khan, F. S., Pang, Y., Shao, L. & Laaksonen, J., Feb 2020, Proceedings of the International Conference on Computer Vision (ICCV2019). IEEE, p. 5693-5701 9 p. 9008846. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Models 100%
  • Detection 100%
  • Contexts 33%
  • Parsing 33%
  • Modeling Information Flow 33%
  116 Citations (Scopus)

  238 Downloads (Pure)

• Film Mood and Its Quantitative Determinants in Different Types of Scenes

  Tarvainen, J., Laaksonen, J. & Takala, T., Apr 2020, In: IEEE Transactions on Affective Computing. 11, 2, p. 313-326 14 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Mood 100%
  • Computational 33%
  • Emotion 22%
  • Assessment 22%
  • Computational Method 22%
  7 Citations (Scopus)

  426 Downloads (Pure)

• Multi-Hazard and Spatial Transferability of a CNN for Automated Building Damage Assessment

  Valentijn, T., Margutti, J., van den Homberg, M. & Laaksonen, J., 1 Sept 2020, In: Remote Sensing. 12, 17, p. 1-29 29 p., 2839.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Network 100%
  • Building 100%
  • Model 100%
  • Natural Hazard 100%
  • Hazard 100%
  57 Citations (Scopus)

  91 Downloads (Pure)

• PicSOM experiments in TRECVID 2014 workshop notebook paper: Revision 1.16

  Ishikawa, S., Koskela, M., Sjöberg, M., Anwer, R. M., Laaksonen, J. & Oja, E., 1 Jan 2020.

  Research output: Contribution to conference › Paper › Scientific

  Open Access

  • Multimedia 100%
  • Semantics 100%
  • Convolutional Neural Network 100%
  • Event Detection 66%
  • Fisher Vector 66%

• PicSOM experiments in TRECVID 2020

  Laaksonen, J. & Guo, Z., 8 Dec 2020, Proceedings of the TRECVID 2020 workshop. National Institute of Standards and Technology (NIST), 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Professional

  Open Access

  File
  69 Downloads (Pure)

• Predicting Media Memorability with Audio, Video, and Text representation

  Reboud, A., Harrando, I., Laaksonen, J. & Troncy, R., 11 Dec 2020, Working Notes Proceedings of the MediaEval 2020 Workshop. CEUR

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Professional

  Open Access

  File
  123 Downloads (Pure)

• Tackling the Unannotated: Scene Graph Generation with Bias-Reduced Models

  Wang, T.-J. J., Pehlivan, S. & Laaksonen, J., 2020, Proceedings of the British Machine Vision Conference (BMVC). British Machine Vision Association, 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Professional

  Open Access

  • Models 100%
  • Generation 100%
  • Annotation 66%
  • Generation Model 66%
  • Classes 33%
  23 Downloads (Pure)

• Using Fan-Made Content, Subtitles and Face Recognition for Character-Centric Video Summarization

  Harrando, I., Reboud, A., Lisena, P., Troncy, R., Laaksonen, J., Virkkunen, A. & Kurimo, M., 8 Dec 2020, Proceedings of the TRECVID 2020 Workshop. National Institute of Standards and Technology (NIST)

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Professional

  Open Access

  File
  76 Downloads (Pure)
• 2019

  AI4TV 2019: 1st international workshop on AI for smart TV content production, access and delivery

  Troncy, R., Laaksonen, J., Tavakoli, H. R., Nixon, L. & Mezaris, V., 15 Oct 2019, MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia. ACM, p. 2716-2717 2 p. (MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  • Artificial Intelligence 100%
  • Content Delivery 100%
  • Content Production 100%
  • Technological Development 50%
  • Academia 50%