• 927 Citations
  • 13 h-Index
20092020

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2020

CONSAC: Robust Multi-Model Fitting by Conditional Sample Consensus

Kluger, F., Brachmann, E., Ackermann, H., Rother, C., Yang, M. Y. & Rosenhahn, B., 16 Jun 2020, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Seattle: IEEE, p. 4633-4642 10 p.

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

Open Access
File
2019

Deep Learning for Semantic Segmentation of UAV Videos

Wang, Y., Lyu, Y., Cao, Y. & Yang, M. Y., 28 Jul 2019, 2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 - Proceedings. IEEE, p. 2459-2462 4 p. 8899786. (International Geoscience and Remote Sensing Symposium (IGARSS)).

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

1 Citation (Scopus)

Exploiting attention for visual relationship detection

Hu, T., Liao, W., Yang, M. Y. & Rosenhahn, B., 25 Oct 2019, Pattern Recognition: 41st DAGM German Conference, DAGM GCPR 2019, Dortmund, Germany, September 10–13, 2019, Proceedings. Fink, G. A., Frintrop, S. & Jiang, X. (eds.). Cham: Springer, p. 331-344 14 p. (Lecture Notes in Computer Science; vol. 11824).

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

Fully convolutional networks for street furniture identification in panorama images

Ao, Y., Wang, J., Zhou, M., Lindenbergh, R. C. & Yang, M. Y., 4 Jun 2019, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: ISPRS Geospatial Week 2019. 2/W13 ed. International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. 42. p. 13-20 8 p. (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences).

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

Open Access
File
25 Downloads (Pure)

LIP: Learning instance propagation for video object segmentation

Lyu, Y., Vosselman, G., Xia, G. S. & Yang, M. Y., Oct 2019, Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019. IEEE, p. 2739-2748 10 p. 9022371. (Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019).

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

Natural language guided visual relationship detection

Liao, W., Rosenhahn, B., Shuai, L. & Yang, M. Y., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019. IEEE Computer Society Press, p. 444-453 10 p. 9025468. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2019-June).

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

1 Citation (Scopus)

Orientation-aware deep neural network for real image super-resolution

Du, C., Zewei, H., Anshun, S., Jiangxin, Y., Yanlong, C., Yanpeng, C., Siliang, T. & Yang, M. Y., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019. IEEE Computer Society Press, p. 1944-1953 10 p. 9025541. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2019-June).

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

2 Citations (Scopus)

Semantic segmentation of building in airborne images

Huang, S., Nex, F., Lin, Y. & Yang, M. Y., 4 Jun 2019, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: ISPRS Geospatial Week 2019. 2/W13 ed. Enschede: International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. 42. p. 35-42 8 p. (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences).

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

Open Access
File
72 Downloads (Pure)

Unsupervised domain adaptation for multispectral pedestrian detection

Guan, D., Luo, X., Cao, Y., Yang, J., Cao, Y., Vosselman, G. & Yang, M. Y., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019. IEEE Computer Society Press, p. 434-443 10 p. 9025341. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2019-June).

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

2018

Filtering Photogrammetric Point Clouds Using Standard Lidar Filters Towards DTM Generation

Zhang, Z., Gerke, M., Vosselman, G. & Yang, M. Y., 28 May 2018, ISPRS TC II Mid-term Symposium “Towards Photogrammetry 2020”, 4–7 June 2018, Riva del Garda, Italy : ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Riva del Garda, Italy: International Society for Photogrammetry and Remote Sensing (ISPRS), p. 319-326 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. IV-2).

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

Open Access
File
9 Citations (Scopus)
37 Downloads (Pure)

Multi-Temporal Classification And Change Detection Using UAV Images

Makuti, S., Nex, F. C. & Yang, M. Y., 6 Jun 2018, 2018 ISPRS TC II Mid-term Symposium “Towards Photogrammetry 2020”, 4–7 June 2018, Riva del Garda, Italy. Riva Del Garda: International Society for Photogrammetry and Remote Sensing (ISPRS), p. 651-658 8 p. (The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences; vol. XLII-2).

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

Open Access
File
5 Citations (Scopus)
255 Downloads (Pure)
2017

Node-grained incremental community detection for streaming networks

Yin, S., Chen, S., Feng, Z., Huang, K., He, D., Zhao, P. & Yang, M. Y., 11 Jan 2017, Proceedings - 2016 IEEE 28th International Conference on Tools with Artificial Intelligence, ICTAI 2016. Esposito, A., Alamaniotis, M., Mali, A. & Bourbakis, N. (eds.). IEEE, p. 585-592 8 p. 7814655

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

1 Citation (Scopus)

Preface to ISPRS Hannover Workshop 2017

Heipke, C., Jacobsen, K., Stilla, U., Rottensteiner, F., Yilmaz, A., Yang, M. Y., Skaloud, J. & Colomina, I., 30 May 2017, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. W1 ed. Vol. 42-1. p. 1-2 2 p. (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives).

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

Open Access
File
10 Downloads (Pure)

Unbiased sparse subspace clustering by selective pursuit

Ackermann, H., Yang, M. Y. & Rosenhahn, B., 2017, CRV 2017 : Proceedings of 14th Conference on Computer and Robot Vision : 17-19 May 2017, Edmonton, Canada.. Edmonton: Association for Computing Machinery (ACM), 7 p.

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

Open Access
2016

A representative-based framework for parsing and summarizing events in surveillance videos

Ju, Z., Lin, W., Yang, M. Y., Bo, Z., Luo, C., Lin, C. W. & Mei, T., 22 Sep 2016, 2016 IEEE International Conference on Multimedia and Expo Workshop, ICMEW 2016. Seattle: IEEE, p. 1-6 6 p. 7574772. (2016 IEEE International Conference on Multimedia and Expo Workshop, ICMEW 2016).

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

1 Citation (Scopus)

Can ground truth label propagation from video help semantic segmentation?

Mustikovela, S. K., Yang, M. Y. & Rother, C., 1 Jan 2016, Computer Vision – ECCV 2016 Workshops, Proceedings. Hua, G. & Jegou, H. (eds.). Springer, p. 804-820 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9915 LNCS).

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

2 Citations (Scopus)

Efficient semantic segmentation of man-made scenes using fully-connected conditional random field

Li, W. & Yang, M. Y., Jul 2016, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: XXIII ISPRS Congress. B3 ed. Prague: International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. 41. p. 633-640 8 p. (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives).

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

Open Access
File
10 Citations (Scopus)
18 Downloads (Pure)

Mapping Auto-context Decision Forests to Deep ConvNets for Semantic Segmentation

Richmond, D., Kainmueller, D., Yang, M., Myers, E. & Rother, C., 2016, Proceedings of the British Machine Vision Conference (BMVC). Wilson, R. C., Hancock, E. R. & Smith, W. A. P. (eds.). BMVA Press, p. 144.1-144.12

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

Open Access
3 Citations (Scopus)
2015

A global-to-local framework for infrared and visible image sequence registration

Yang, M. Y., Qiang, Y. & Rosenhahn, B., 19 Feb 2015, IEEE Winter Conference on Applications of Computer Vision, WACV 2015. IEEE, p. 381-388 8 p. 7045911. (Proceedings - 2015 IEEE Winter Conference on Applications of Computer Vision, WACV 2015).

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

2 Citations (Scopus)

A novel dictionary learning method for remote sensing image classification

Yang, M. Y., Jiang, T., Al-Shaikhli, S. & Rosenhahn, B., 10 Nov 2015, IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings. Milan: IEEE, p. 4364-4367 4 p. 7326793. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2015-November).

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

2 Citations (Scopus)

Hyperspectral image classification using Gaussian process models

Yang, M. Y., Liao, W., Rosenhahn, B. & Zhang, Z., 10 Nov 2015, IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings. Milan: IEEE, p. 1717-1720 4 p. 7326119. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2015-November).

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

2 Citations (Scopus)

Integration of Gaussian process and MRF for hyperspectral image classification

Liao, W., Tang, J., Rosenhahn, B. & Yang, M. Y., 9 Jun 2015, Joint Urban Remote Sensing Event, JURSE 2015. Lausanne: IEEE, p. 1-4 4 p. 7120519. (2015 Joint Urban Remote Sensing Event, JURSE 2015).

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

4 Citations (Scopus)

Pose Estimation of Kinematic Chain Instances via Object Coordinate Regression

Michel, F., Krull, A., Brachmann, E., Yang, M. Y., Gumhold, S. & Rother, C., 2015, Proceedings of the British Machine Vision Conference (BMVC). Xie, X., Jones, M. W. & Tam, G. K. L. (eds.). Swansea: BMVA Press, p. 181.1-181.11

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

Open Access

Sparse optimization for motion segmentation

Yang, M. Y., Feng, S. & Rosenhahn, B., 11 Apr 2015, Computer Vision - ACCV 2014 Workshops: Revised Selected Papers, Part II. Jawahar, C. V. & Shan, S. (eds.). Singapore: Springer Verlag, p. 375-389 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9009).

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

1 Citation (Scopus)

Temporally object-based video co-segmentation

Yang, M. Y., Reso, M., Tang, J., Liao, W. & Rosenhahn, B., 18 Dec 2015, Advances in Visual Computing - 11th International Symposium, ISVC 2015, Proceedings. Elendt, M., Boyle, R., Ragan, E., Parvin, B., Feris, R., McGraw, T., Pavlidis, I., Kopper, R., Bebis, G., Koracin, D., Ye, Z. & Weber, G. (eds.). Las Vegas: Springer Verlag, p. 198-209 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9474).

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

2 Citations (Scopus)
2014

Brain tumor classification using sparse coding and dictionary learning

Al-shaikhli, S. D. S., Yang, M. Y. & Rosenhahn, B., Oct 2014, 2014 IEEE International Conference on Image Processing (ICIP). Paris, p. 2774-2778 5 p. 7025561

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

12 Citations (Scopus)

Coupled dictionary learning for automatic multi-label brain tumor segmentation in flair MRI images

Al-Shaikhli, S. D. S., Yang, M. Y. & Rosenhahn, B., 1 Jan 2014, Advances in Visual Computing - 10th International Symposium, ISVC 2014, Proceedings. Jerald, J., Bebis, G., Parvin, B., Deng, Z., Boyle, R., Maha, E. C., Zhang, H., Koracin, D., McMahan, R., Drucker, S. M., Carlson, M. & Chandra, K. (eds.). Las Vegas: Springer Verlag, p. 489-500 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8887).

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

3 Citations (Scopus)

Feature regression for multimodal image analysis

Yang, M. Y., Yong, X. & Rosenhahn, B., 24 Sep 2014, IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2014. Columbus: IEEE Computer Society, p. 770-777 8 p. 6910069. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

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

2 Citations (Scopus)

Improved trihedral corner reflector for high-precision SAR calibration and validation

Zhou, Y., Li, C., Ma, L., Yang, M. Y. & Liu, Q., 4 Nov 2014, International Geoscience and Remote Sensing Symposium, 2014: IGARSS 2014. Québec City: IEEE, p. 454-457 4 p. 6946457. (International Geoscience and Remote Sensing Symposium (IGARSS)).

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

7 Citations (Scopus)

Medical image segmentation using multi-level set partitioning with topological graph prior

Al-Shaikhli, S. D. S., Yang, M. Y. & Rosenhahn, B., 1 Jan 2014, Image and Video Technology - PSIVT 2013 Workshops - GCCV 2013, GPID 2013, PAESNPR 2013, and QACIVA 2013, Revised Selected Papers. Huang, F. & Sugimoto, A. (eds.). Guanajuato: Springer Verlag, p. 157-168 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8334).

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

7 Citations (Scopus)

Simultaneous remote sensing image classification and annotation based on the spatial coherent topic model

Zhang, Z., Yang, M. Y., Zhou, M. & Zeng, X. Z., 4 Nov 2014, International Geoscience and Remote Sensing Symposium, 2014: IGARSS 2014. Québec City: IEEE, p. 1698-1701 4 p. 6946777. (International Geoscience and Remote Sensing Symposium (IGARSS)).

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

3 Citations (Scopus)

Video segmentation with joint object and trajectory labeling

Yang, M. Y. & Rosenhahn, B., 23 Jun 2014, IEEE Winter Conference on Applications of Computer Vision, WACV 2014. Steamboat Springs: IEEE Computer Society, p. 831-838 8 p. 6836017. (2014 IEEE Winter Conference on Applications of Computer Vision, WACV 2014).

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

3 Citations (Scopus)
2013

Multi-source hierarchical conditional random field model for feature fusion of remote sensing images and LiDAR data

Zhang, Z., Yang, M. Y. & Zhoua, M., 1 Jan 2013, ISPRS Hannover Workshop 2013 (Volume XL-1/W1): WG I/4, III/4, IC IV/VIII, VII/2. Heipke, C., Jacobsen, K., Rottensteiner, F. & Sörgel, U. (eds.). 1W1 ed. International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. XL. p. 389-392 4 p. (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives).

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

Open Access
1 Citation (Scopus)

Slice Sampling Particle Belief Propagation

Muller, O., Yang, M. Y. & Rosenhahn, B., Dec 2013, 2013 IEEE International Conference on Computer Vision. IEEE, p. 1129-1136 8 p.

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

6 Citations (Scopus)
2012

Feature evaluation for building facade images - An empirical study

Yang, M. Y., Förstner, W. & Chai, D., 1 Sep 2012, International Archives of the Photogrammetry, Remote Sensing and Spatial Information Science: XXII ISPRS Congress. Vol. XXXIX-B3. p. 513-518 6 p. (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences).

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

Open Access
File
5 Citations (Scopus)
2 Downloads (Pure)
2011

A hierarchical conditional random field model for labeling and classifying images of man-made scenes

Yang, M. Y. & Forstner, W., Nov 2011, 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops). IEEE, p. 196-203 8 p.

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

48 Citations (Scopus)

Robust alignment of wide baseline terrestrial laser scans via 3D viewpoint normalization

Cao, Y., Yang, M. Y. & Mcdonald, J., Jan 2011, 2011 IEEE Workshop on Applications of Computer Vision (WACV). IEEE, p. 455-462 8 p.

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

7 Citations (Scopus)
2010

Hierarchical conditional random field for multi-class image classification

Yang, M. Y., Förstner, W. & Drauschke, M., 10 Sep 2010, VISAPP 2010 - Proceedings of the International Conference on Computer Vision Theory and Applications. p. 464-469 6 p. (VISAPP 2010 - Proceedings of the International Conference on Computer Vision Theory and Applications; vol. 2).

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

Open Access
10 Citations (Scopus)