Research output per year
Research output per year
- 1 - 50 out of 264 results
Search results
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2023
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 AccessFile19 Downloads (Pure) -
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. 33-42Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open Access -
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 contribution › Scientific › peer-review
Open Access -
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. 4043-4052Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Learning by Hallucinating: Vision-Language Pre-training with Weak Supervision
Wang, T-J. J., Laaksonen, J., Langer, T., Arponen, H. & Bishop, T., 2022, (Accepted/In press) IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Objektintunnistus ja suomalainen elokuva
Translated title of the contribution :Object recognition and Finnish cinema Research output: Contribution to journal › Review Article
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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 contribution › Scientific › peer-review
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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 AccessFile1 Citation (Scopus)33 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 contribution › Scientific › peer-review
Open AccessFile16 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 -
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 contribution › Scientific › peer-review
Open AccessFile6 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 AccessFile6 Citations (Scopus)37 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 AccessFile72 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 contribution › Professional
Open AccessFile17 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 contribution › Scientific › peer-review
Open AccessFile26 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., 2021Research output: Artistic and non-textual form › Software › Scientific
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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 contribution › Scientific › peer-review
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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
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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 AccessFile193 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 contribution › Scientific › peer-review
Open AccessFile79 Citations (Scopus)154 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 AccessFile4 Citations (Scopus)284 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 AccessFile31 Citations (Scopus)57 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 -
PicSOM experiments in TRECVID 2020
Laaksonen, J. & Guo, Z., 8 Dec 2020, Proceedings of the TRECVID 2020 workshop. NIST, 5 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Professional
Open AccessFile44 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. CEURResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › Professional
Open AccessFile80 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 contribution › Professional
Open Access23 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. NISTResearch output: Chapter in Book/Report/Conference proceeding › Chapter › Professional
Open AccessFile28 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 contribution › Scientific › peer-review
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A Multi-Task Bayesian Deep Neural Net for Detecting Life-Threatening Infant Incidents From Head Images
Wang, T-J. J., Laaksonen, J., Liao, Y-P., Wu, B-Z. & Shen, S-Y., 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE, p. 3006-3010 5 p. 8803332Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile169 Downloads (Pure) -
Combining Textual and Visual Modeling for Predicting Media Memorability
Reboud, A., Harrando, I., Laaksonen, J., Francis, D., Troncy, R. & Laria Mantecon, H., 27 Oct 2019, Working Notes Proceedings of the MediaEval 2019 Workshop, Sophia Antipolis, France, 27-30 October 2019. CEUR, (CEUR Workshop Proceedings; vol. 2670).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific
Open AccessFile2 Citations (Scopus)69 Downloads (Pure) -
Geometry-aware relational exemplar attention for dense captioning
Wang, T. J. J., Tavakoli, H. R., Sjöberg, M. & Laaksonen, J., 15 Oct 2019, MULEA 2019 - 1st International Workshop on Multimodal Understanding and Learning for Embodied Applications, co-located with MM 2019. ACM, p. 3-11 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile2 Citations (Scopus)60 Downloads (Pure) -
Multi-stream Convolutional Networks for Indoor Scene Recognition
Anwer, R. M., Khan, F. S., Laaksonen, J. & Zaki, N., 1 Jan 2019, Computer Analysis of Images and Patterns - 18th International Conference, CAIP 2019, Proceedings. Vento, M. & Percannella, G. (eds.). SPRINGER, p. 196-208 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11678 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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PicSOM and EURECOM Experiments in TRECVID 2019
Laria Mantecon, H., Laaksonen, J., Francis, D. & Huet, B., Nov 2019, Proceedings of TRECVID 2019. NIST, 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Professional
Open Access -
2018
Binary patterns encoded convolutional neural networks for texture recognition and remote sensing scene classification
Anwer, R. M., Khan, F. S., van de Weijer, J., Molinier, M. & Laaksonen, J., 1 Apr 2018, In: ISPRS Journal of Photogrammetry and Remote Sensing. 138, p. 74-85 12 p.Research output: Contribution to journal › Article › Scientific › peer-review
180 Citations (Scopus) -
DeepCaption: PyTorch-based framework for image captioning research using deep learning
Sjöberg, M., Polis, A., Surikuchi, A. & Laaksonen, J., 5 Dec 2018Research output: Artistic and non-textual form › Software › Scientific
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Image and Video Captioning with Augmented Neural Architectures
Shetty, R., Rezazadegan Tavakoli, H. & Laaksonen, J., 2018, In: IEEE Multimedia. 25, 2, p. 34-46 13 p.Research output: Contribution to journal › Article › Scientific › peer-review
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PicSOM Content-Based Information Retrieval System: software source release version 0.37
Laaksonen, J., 17 Dec 2018Research output: Artistic and non-textual form › Software › Scientific
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PicSOM Experiments in TRECVID 2018
Sjöberg, M., Tavakoli, H. R., Xu, Z., Mantecón, H. L. & Laaksonen, J., 1 Nov 2018, Proceedings of the TRECVID 2018 Workshop. Gaithersburg, MD, USAResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › Professional
Open AccessFile1 Citation (Scopus)18 Downloads (Pure) -
The MeMAD submission to the WMT18 multimodal translation task
Grönroos, S-A., Huet, B., Kurimo, M., Laaksonen, J., Merialdo, B., Pham, P., Sjöberg, M., Sulubacak, U., Tiedemann, J., Troncy, R. & Vázquez, R., 2018, Proceedings of the Third Conference on Machine Translation (WMT), Volume 2: Shared Task Papers. Association for Computational Linguistics, Vol. 2. p. 609-617 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile36 Citations (Scopus)38 Downloads (Pure) -
Two-stream part-based deep representation for human attribute recognition
Anwer, R. M., Khan, F. S. & Laaksonen, J., 13 Jul 2018, Proceedings - 2018 International Conference on Biometrics, ICB 2018. IEEE, p. 90-97 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile1 Citation (Scopus)197 Downloads (Pure) -
VisualLabel: An integrated multimedia content management and access framework
Ahmad, I., Rantanen, P., Sillberg, P., Laaksonen, J., Liu, S., Forss, T., Malik, A., Nieminen, M., Shetty, R., Ishikawa, S., Kallio, J., Saarinen, J. P., Gabbouj, M. & Soini, J., 1 Jan 2018, Information Modelling and Knowledge Bases XXIX. Yoshida, N., Koopipat, C., Kiyoki, Y., Chawakitchareon, P., Hansuebsai, A., Sornlertlamvanich, V., Thalheim, B. & Jaakkola, H. (eds.). IOS Press, p. 321-342 22 p. (Frontiers in Artificial Intelligence and Applications; vol. 301).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review
1 Citation (Scopus) -
2017
Computational and perceptual determinants of film mood in different types of scenes
Tarvainen, J., Laaksonen, J. & Takala, T., Dec 2017, Proceedings - 2017 IEEE International Symposium on Multimedia, ISM 2017. IEEE, p. 185-192Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
1 Citation (Scopus) -
Exploiting inter-image similarity and ensemble of extreme learners for fixation prediction using deep features
Rezazadegan Tavakoli, H., Borji, A., Laaksonen, J. & Rahtu, E., 2017, In: Neurocomputing. 244, p. 10-18Research output: Contribution to journal › Article › Scientific › peer-review
51 Citations (Scopus) -
Fixation Prediction in Videos using Unsupervised Hierarchical Features
Wang, T-J., Rezazadegan Tavakoli, H. & Laaksonen, J., 22 Aug 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2017. IEEE, p. 2225-2232 8 p. 8015010. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition workshops).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
4 Citations (Scopus) -
Image pseudo tag generation with Deep Boltzmann machine anc topic-concept similarity map
Ishikawa, S., Laaksonen, J. & Karhunen, J., 30 Jun 2017, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. IEEE, p. 1305-1312 8 p. 7966003Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Paying Attention to Descriptions Generated by Image Captioning Models
Rezazadegan Tavakoli, H., Shetty, R., Borji, A. & Laaksonen, J., 2017, Proceedings - 2017 IEEE International Conference on Computer Vision, ICCV 2017. IEEE, p. 2506-2515 8237534. (IEEE International Conference on Computer Vision).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile44 Citations (Scopus)211 Downloads (Pure) -
PicSOM Content-Based Information Retrieval System: software source release version 0.36
Laaksonen, J., 28 Nov 2017Research output: Artistic and non-textual form › Software › Scientific
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Saliency Revisited: Analysis of Mouse Movements versus Fixations
Rezazadegan Tavakoli, H., Ahmed, F., Borji, A. & Laaksonen, J., 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) . IEEE, p. 6354-6362 (IEEE Conference on Computer Vision and Pattern Recognition).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
21 Citations (Scopus) -
Scale coding bag of deep features for human attribute and action recognition
Khan, F. S., van de Weijer, J., Anwer, R. M., Bagdanov, A. D., Felsberg, M. & Laaksonen, J., 2017, In: MACHINE VISION AND APPLICATIONS. 29, 1, p. 55–71 17 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile19 Citations (Scopus)162 Downloads (Pure) -
TEX-Nets: Binary patterns encoded convolutional neural networks for texture recognition
Anwer, R. M., Khan, F. S., van de Weijer, J. & Laaksonen, J., 6 Jun 2017, ICMR 2017 - Proceedings of the 2017 ACM International Conference on Multimedia Retrieval. ACM, p. 125-132 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
8 Citations (Scopus)