• 770 Citations
  • 12 h-Index
20092020

Research output per year

If you made any changes in Pure these will be visible here soon.

Research Output

Filter
Chapter
2019

Change detection between digital surface models from airborne laser scanning and dense image matching using convolutional neural networks

Zhang, Z., Vosselman, G., Gerke, M., Persello, C., Tuia, D. & Yang, M. Y., 29 May 2019, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences: ISPRS Geospatial Week 2019. Vosselman, G., Oude Elberink, S. J. & Wang, M. Y. (eds.). 2/W5 ed. Enschede: International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. IV. p. 453-460 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).

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

Open Access
File
1 Citation (Scopus)
67 Downloads (Pure)
2018

Deep Learning for Vehicle Detection in Aerial Images

Yang, M. Y., Liao, W., Li, X. & Rosenhahn, B., Oct 2018, 2018 25th IEEE International Conference on Image Processing (ICIP): 7-10 October 2018, Athens, Greece. IEEE, p. 3079-3083

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

2 Citations (Scopus)

Interactive Cadastral Boundary Delineation from UAV Data

Crommelinck, S., Höfle, B., Koeva, M. N., Yang, M. Y. & Vosselman, G., 28 May 2018, ISPRS TC II Mid-term Symposium “Towards Photogrammetry 2020”, 4–7 June 2018, Riva del Garda, Italy. Vol. IV-2. p. 81-88 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).

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

Open Access
File
6 Citations (Scopus)
34 Downloads (Pure)

Object Recognition from very few Training Examples for Enhancing Bicycle Maps

Reinders, C., Ackermann, H., Yang, M. Y. & Rosenhahn, B., Jun 2018, 2018 IEEE Intelligent Vehicles Symposium (IV). IEEE, p. 860-867 8 p.

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

3 Citations (Scopus)

Semantic Building Façade Segmentation From Airborne Oblique Images

Lin, Y., Nex, F. C. & Yang, M. Y., 28 May 2018, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 2 ed. International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. IV. p. 209-216 8 p. 31540640

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

Open Access
File
3 Citations (Scopus)
50 Downloads (Pure)
2017

Analyzing Modular CNN Architectures for Joint Depth Prediction and Semantic Segmentation

Hosseini, O., Groth, O., Kirillov, A., Yang, M. Y. & Rother, C., 2017, Proceedings of the 2017 IEEE International Conference on Robotics and Automation (ICRA). Nakamura, Y. & [et al], . (eds.). Singapore: IEEE, p. 4620-4627 8 p.

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

22 Citations (Scopus)

Deep Learning for Vanishing Point Detection Using an Inverse Gnomonic Projection

Kluger, F., Ackermann, H., Yang, M. Y. & Rosenhahn, B., 15 Aug 2017, Pattern recognition : Proceedings of the 39th German Conference, GCPR 2017, Basel, Switzerland, 12-15 September, 2017. Springer, p. 17-28 Chapter 2. (Lecture Notes in Computer Science; vol. 10496).

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

10 Citations (Scopus)

Dense matching quality evaluation : an empirical study

Zhang, Z., Gerke, M., Peter, M. S., Yang, M. Y. & Vosselman, G., 2017, Proceedings of Joint urban remote sensing event (JURSE) 2017, 6-8 March 2017, Dubai, United Arab Emirates. Piscataway: IEEE, p. 1-4 4 p.

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

3 Citations (Scopus)

Security event recognition for visual surveillance

Liao, W., Yang, C., Yang, M. & Rosenhahn, B., 2017, Proceedings of ISPRS Hannover Workshop : HRIGI 17 – CMRT 17 – ISA 17 – EuroCOW 17, 6–9 June 2017, Hannover, Germany. Peer reviewed Annals, Volume IV-1/W1, 2017 : I. Heipke, C., Jacobsen, K., Stilla, U., Rottensteiner, F., Yilmaz, A., Yang, M. Y., Skaloud, J. & Colomina, I. (eds.). International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. IV-1/W1. p. 19-26 (The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences).

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

Open Access
File
4 Citations (Scopus)
34 Downloads (Pure)

SLIC superpixels for object delineation UAV data

Crommelinck, S. C., Bennett, R. M., Gerke, M., Koeva, M. N., Yang, M. Y. & Vosselman, G., 7 Sep 2017, Proceedings of International Conference on Unmanned Aerial Vehicles in Geomatics, 4-7 September 2017, Bonn, Germany. Peer reviewed Annals, Volume IV-2/W3, 201. Stachniss, C., Förstner, W. & Schneider, J. (eds.). International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. IV-2/W3. p. 9-16 8 p. (The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences).

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

Open Access
7 Citations (Scopus)

Triplet-Based Deep Similarity Learning for Person Re-Identification

Liao, W., Yang, M. Y., Zhan, N. & Rosenhahn, B., Oct 2017, IEEE International Conference on Computer Vision Workshop (ICCVW), 2017 : 22-29 October 2017, Venice, Italy. IEEE, p. 385-393

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

Open Access
6 Citations (Scopus)

Wheat ear detection in plots by segmenting mobile laser scanning data

Velumani, K., Oude Elberink, S., Yang, M. Y. & Baret, F., 2017, Proceedings ISPRS geospatial week 2017, 18-22 September 2017, Wuhan, China. Peer reviewed Annals, Volume IV-2/W4, 2017. Li, D. & [et al], . (eds.). Vol. IV-2/W4. p. 149-156 8 p.

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

Open Access
5 Citations (Scopus)
2016

Bi-layer dictionary learning for remote sensing image classification

Yang, Y., Al-Shaikhli, S., Jiang, T., Cao, Y. & Rosenhahn, B., 2016, Proceedings of International Geoscience and Remote Sensing Symposium (IGARSS) : Advancing the understanding of our living planet, 10-15 July 2016, Beijing, China. Wasington, D.C.: IEEE, p. 3059-3062 (IGARSS; no. 2016).

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

Real-time RGB-D based template matching pedestrian detection

Jafari, O. & Yang, Y., 2016, Proceedings of the 2016 IEEE International Conference on Robotics and Automation (ICRA), 16-21 May 2016.. IEEE, p. 5520-5527 (IEEE proceedings).

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

5 Citations (Scopus)

Superpixel cut for figure-ground image segmentation

Yang, Y. & Rosenhahn, B., 2016, Proceedings of the XXIII ISPRS Congress : From human history to the future with spatial information, 12-19 July 2016, Prague, Czech Republic. Peer reviewed Annals, Volume III-3, 2016. Halounova, L. (ed.). Prague: International Society for Photogrammetry and Remote Sensing (ISPRS), p. 387-394

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

Open Access
3 Citations (Scopus)

Uncertainty-driven 6D pose estimation of objects and scenes from a single RGB image

Brachmann, E., Michel, F., Krull, A., Yang, Y., Gumhold, S. & Rother, C., 2016, Proceedings of the 29th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 26 June - 1 July 2016, Las Vegas, United States of America. Washington: IEEE, p. 3364-3372

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

110 Citations (Scopus)

Unsupervised Deep Domain Adaptation for Pedestrian Detection

Liu, L., Lin, W., Wu, L., Yu, Y. & Yang, M. Y., 3 Nov 2016, Computer Vision : ECCV 2016 Workshops. Hua, G. & Jegou, H. (eds.). Springer, p. 676-691 Chapter 48. (Computer Vision – ECCV 2016 Workshops; vol. 9914).

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

5 Citations (Scopus)
2015

Exploiting global priors for RGB-D saliency detection

Ren, J., Xiaojin Gong, Yu, L., Wenhui Zhou & Yang, M. Y., Jun 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), : 7-12 June 2015, Boston, MA, USA. IEEE, p. 25-32

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

60 Citations (Scopus)

Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images

Krull, A., Brachmann, E., Michel, F., Yang, M. Y., Gumhold, S. & Rother, C., Dec 2015, Computer Vision (ICCV), 2015 IEEE International Conference on: 7-13 December 2105. p. 954-962

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

74 Citations (Scopus)

Multi-source multi-scale hierarchical conditional random field model for remote sensing image classification

Zhang, Z., Yang, M. Y. & Zhou, M., 12 Mar 2015, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 3W4 ed. International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. 2. p. 293-300 8 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).

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

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

Video Event Recognition by Combining HDP and Gaussian Process

Liao, W., Rosenhahn, B. & Yang, M. Y., Dec 2015, 2015 IEEE International Conference on Computer Vision Workshop (ICCVW). IEEE, p. 166-174

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

2 Citations (Scopus)
2013

Image segmentation by bilayer superpixel grouping

Yang, M. Y., 1 Jan 2013, Pattern Recognition (ACPR), 2013 - 2nd IAPR Asian Conference. IEEE, p. 552-556 5 p.

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

1 Citation (Scopus)

Interactive multi-object tracking for virtual object manipulation

Guo, Y., Yang, M. Y. & Rosenhahn, B., 2 Oct 2013, ISA13 – The ISPRS Workshop on Image Sequence Analysis 2013 (Volume II-3/W2): 11 November 2013, Antalya, Turkey. Mallet, C., Yilmaz, A., Vizilter, Y. & Yang, M. Y. (eds.). 3W2 ed. International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. 2. p. 19-24 6 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).

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

Open Access
2012

Combine Markov random fields and marked point processes to extract building from remotely sensed images

Chai, D., Förstner, W. & Ying Yang, M., 2012, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences: XXII ISPRS Congress. International Society for Photogrammetry and Remote Sensing (ISPRS), Vol. I-3. p. 365-370 6 p. (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).

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

Open Access
File
11 Citations (Scopus)
3 Downloads (Pure)
2011

Regionwise Classification of Building Facade Images

Yang, M. Y. & Förstner, W., 2011, Photogrammetric Image Analysis. Heidelberg: Springer, p. 209-220 12 p. (Photogrammetric Image Analysis; vol. 6952).

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

19 Citations (Scopus)
2010

Robust wide baseline scene alignment based on 3D viewpoint normalization

Yang, M. Y., Cao, Y., Förstner, W. & McDonald, J., 1 Dec 2010, Advances in Visual Computing : 6th International Symposium, ISVC 2010, Proceedings. Bebis, G., Boyle, R. & Parvin, B. (eds.). PART 1 ed. Springler Verlag, p. 654-665 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6453 LNCS, no. PART 1).

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

8 Citations (Scopus)