Jorma Laaksonen

  • Aalto SCI Computer Science Konemiehentie 2

19962020

Research output per year

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Research Output

2020

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. 5694-5702 (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
2 Citations (Scopus)
39 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 conferencePaperScientificpeer-review

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 proceedingConference contributionScientificpeer-review

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. 8803332

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
48 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 proceedingConference contributionScientificpeer-review

Open Access
File
41 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.). 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 proceedingConference contributionScientificpeer-review

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 proceedingConference contributionProfessional

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 journalArticleScientificpeer-review

58 Citations (Scopus)

DeepCaption: PyTorch-based framework for image captioning research using deep learning

Sjöberg, M., Polis, A., Surikuchi, A. & Laaksonen, J., 5 Dec 2018

Research output: Artistic and non-textual formSoftwareScientific

Film mood and its quantitative determinants in different types of scenes

Tarvainen, J., Laaksonen, J. & Takala, T., 8 Jan 2018, In : IEEE Transactions on Affective Computing.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Citation (Scopus)
160 Downloads (Pure)

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 journalArticleScientificpeer-review

PicSOM Content-Based Information Retrieval System: software source release version 0.37

Laaksonen, J., 17 Dec 2018

Research output: Artistic and non-textual formSoftwareScientific

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. Vol. 2. p. 609-617 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access

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 proceedingConference contributionScientificpeer-review

Open Access
File
123 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 proceedingConference contributionScientificpeer-review

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. 185-192

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-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. 10-18

Research output: Contribution to journalArticleScientificpeer-review

23 Citations (Scopus)

Fixation Prediction in Videos using Unsupervised Hierarchical Features

Wang, 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 proceedingConference contributionScientificpeer-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. 7966003

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

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 proceedingConference contributionScientificpeer-review

Open Access
File
20 Citations (Scopus)
141 Downloads (Pure)

PicSOM Content-Based Information Retrieval System: software source release version 0.36

Laaksonen, J., 28 Nov 2017

Research output: Artistic and non-textual formSoftwareScientific

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 proceedingConference contributionScientificpeer-review

8 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 journalArticleScientificpeer-review

Open Access
File
9 Citations (Scopus)
142 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 proceedingConference contributionScientificpeer-review

6 Citations (Scopus)

Top-down deep appearance attention for action recognition

Anwer, R. M., Khan, F. S., van de Weijer, J. & Laaksonen, J., 2017, Image Analysis - 20th Scandinavian Conference, SCIA 2017, Proceedings. p. 297-309 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10269 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Towards Gaze-Based Video Annotation

Soliman, M., Rezazadegan Tavakoli, H. & Laaksonen, J., 2017, 2016 Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA) . IEEE, 5 p. (International Conference on Image Processing Theory Tools and Applications).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

3 Citations (Scopus)

Understanding quantitative determinants of film mood in different types of scenes

Tarvainen, J., Laaksonen, J. & Takala, T., 13 Jun 2017.

Research output: Contribution to conferenceAbstractScientificpeer-review

Uni- and multimodal methods for single- and multi-label recognition

Ishikawa, S. & Laaksonen, J., 2017, In : Multimedia Tools and Applications. 76, 21, p. 22405–22423 19 p.

Research output: Contribution to journalArticleScientificpeer-review

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., 5 Jun 2017, The Proceedings of the 27th International Conference on Information Modelling and Knowledge Bases, EJC 2017. Sornlertlamvanich, V., Chawakitchareon, P., Hansuebsai, A., Koopipat, C., Kiyoki, Y., Kangassalo, H., Thalheim, B. & Yoshida, N. (eds.). Thailand, p. 332-353 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

2016

Annotated Video Corpus on FinSL with Kinect and Computer-Vision Data

Jantunen, T., Pippuri, O., Wainio, T., Puupponen, A. & Laaksonen, J., 28 May 2016, Proceedings of the 7th Workshop on the Representation and Processing of Sign Languages: Corpus Mining: Language Resources and Evaluation Conference (LREC). p. 93-100 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Bottom-up Fixation Prediction Using Unsupervised Hierarchical Models

Rezazadegan Tavakoli, H. & Laaksonen, J., 2016, Computer Vision – ACCV 2016 Workshops: ACCV 2016 International Workshops, Taipei, Taiwan, November 20-24, 2016, Revised Selected Papers, Part I. Chen, C-S., Jiwen, L. & Ma, K-K. (eds.). p. 287–302 16 p. (Lecture Notes in Computer Science; vol. 10116).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

22 Citations (Scopus)

Combining holistic and part-based deep representations for computational painting categorization

Anwer, R. M., Khan, F. S., Van De Weijer, J. & Laaksonen, J., 6 Jun 2016, ICMR 2016 - Proceedings of the 2016 ACM International Conference on Multimedia Retrieval. ACM, p. 339-342 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

16 Citations (Scopus)

Comparing and combining unimodal methods for multimodal recognition

Ishikawa, S. & Laaksonen, J., 27 Jun 2016, 2016 14th International Workshop on Content-Based Multimedia Indexing, CBMI 2016. IEEE Computer Society, Vol. 2016-June. 7500253

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Exploiting Scene Context for Image Captioning

Shetty, R., Rezazadegan Tavakoli, H. & Laaksonen, J., 2016, Proceedings of the 2016 ACM workshop on Vision and Language Integration Meets Multimedia Fusion . ACM, p. 1-8

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

3 Citations (Scopus)

Frame-and segment-level features and candidate pool evaluation for video caption generation

Shetty, R. & Laaksonen, J., 1 Oct 2016, MM 2016 - Proceedings of the 2016 ACM Multimedia Conference. ACM, p. 1073-1076 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

44 Citations (Scopus)

On the Contribution of Saliency in Visual Tracking

Alikhani, I., Rezazadegan Tavakoli, H., Rahtu, E. & Laaksonen, J., 2016, Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Vol. 4. p. 17-21

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

On the rhythm of head movements in Finnish and Swedish sign language sentences

Jantunen, T., Mesch, J., Puupponen, A. & Laaksonen, J., 2016, Proceedings of the International Conference on Speech Prosody: 8th Speech Prosody 2016. International Speech Communication Association, Vol. 2016-January. p. 850-853 4 p. (Speech prosody : an international conference).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

PicSOM Content-Based Information Retrieval System: software source release version 0.34

Laaksonen, J., 19 Dec 2016

Research output: Artistic and non-textual formSoftwareScientific

Preliminary studies on personalized preference prediction from gaze in comparing visualizations

Rezazadegan Tavakoli, H., Poostchimohammadabadi, H., Peltonen, J., Laaksonen, J. & Kaski, S., 2016, Advances in Visual Computing: 12th International Symposium, ISVC 2016, Las Vegas, NV, USA, December 12-14, 2016, Proceedings, Part II. p. 576-585 (Lecture Notes in Computer Science; vol. 10073).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

1 Citation (Scopus)
2015

Advances in Independent Component Analysis and Learning Machines

Bingham, E., Kaski, S., Laaksonen, J. & Lampinen, J., 2015, Academic Press: Elsevier.

Research output: Book/ReportAnthologyScientificpeer-review

Advances in Visual Concept Detection: Ten Years of TRECVID

Viitaniemi, V., Sjöberg, M., Koskela, M., Ishikawa, S. & Laaksonen, J., 2015, Advances in Independent Component Analysis and Learning Machines. Bingham, E., Kaski, S., Laaksonen, J. & Lampinen, J. (eds.). 1st Edition ed. Amsterdam, The Netherlands: ACADEMIC PRESS, p. 249-278

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Compact color-texture description for texture classification

Khan, F. S., Anwer, R. M., van de Weijer, J., Felsberg, M. & Laaksonen, J., 2015, In : Pattern Recognition Letters. 51, 1, p. 16-22

Research output: Contribution to journalArticleScientificpeer-review

36 Citations (Scopus)

Deep Semantic Pyramids for Human Attributes and Action Recognition

Khan, F. S., Anwer, R. M., van de Weijer, J., Felsberg, M. & Laaksonen, J., 2015, 19th Scandinavian Conference on Image Analysis (SCIA 2015), Copenhagen, Denmark, June 2015. Paulsen, R. R. & Pedersen, K. S. (eds.). Switzerland: Springer International Publishing, p. 341-353

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

7 Citations (Scopus)

neuraltalkTheano

Shetty, R. & Laaksonen, J., 2015

Research output: Artistic and non-textual formSoftwareScientific

PicSOM Content-Based Information Retrieval System

Laaksonen, J., Koskela, M., Sjöberg, M. & Viitaniemi, V., 2015

Research output: Artistic and non-textual formSoftwareScientific

PicSOM Experiments in TRECVID 2015

Ishikawa, S., Anwer, R. M., Koskela, M. & Laaksonen, J., 2015, TRECVID 2015 Workshop. Gaithersburg, MD, USA: NIST

Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

Towards Reliable Automatic Multimodal Content Analysis

Lautenbacher, O-P., Tiittula, L., Hirvonen, M., Laaksonen, J. & Kurimo, M., 2015, Conference on Empirical Methods for Natural Language Processing, Fourth Workshop on Vision and Language. Lisbon, Portugal, p. 6-7

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Video captioning with recurrent networks based on frame- and video-level features and visual content classification

Shetty, R. & Laaksonen, J., 2015, Santiago, Chile, (ICCV 2015 Workshop on Describing and Understanding Video & The Large Scale Movie Description Challenge).

Research output: Working paperProfessional

2014

2D Appearance Based Techniques for Tracking the Signer Configuration in Sign Language Video Recordings

Viitaniemi, V., Karppa, M. & Laaksonen, J., 2014, International conference on image analysis and recognition, ICIAR, Vilamoura, Portugal, October 22-24 2014. p. 29-38

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Content-based prediction of movie style, aesthetics and affect: Data set and baseline experiments

Tarvainen, J., Sjöberg, M., Westman, S., Laaksonen, J. & Oittinen, P., 2014, In : IEEE Transactions on Multimedia. 16, 8, p. 2085-2098

Research output: Contribution to journalArticleScientificpeer-review

18 Citations (Scopus)