• 903 Citations
  • 13 h-Index
20092020

Research output per year

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

Research Output

Filter
Article
2020

A deep learning-based surface defect inspection system using multi-scale and channel-compressed features

Yang, J., Fu, G., Zhu, W., Cao, Y., Cao, Y. & Yang, M. Y., 13 Apr 2020, In : IEEE transactions on instrumentation and measurement. p. 1-11 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Image Captioning through Image Transformer

He, S., Liao, W., Tavakoli, H. R., Yang, M., Rosenhahn, B. & Pugeault, N., 29 Apr 2020, In : arXiv.org. p. 1-17 17 p.

Research output: Contribution to journalArticleAcademic

File

Multi-channel residual network model for accurate estimation of spatially-varying and depth-dependent defocus kernels

Cao, Y., Ye, Z., He, Z., Yang, J., Cao, Y., Tisse, C. & Yang, M. Y., 15 Jan 2020, In : Optics express. 28, 2, p. 2263-2275 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
26 Downloads (Pure)

Two-stream convolutional neural network for non-destructive subsurface defect detection via similarity comparison of lock-in thermography signals

Cao, Y., Dong, Y., Cao, Y., Yang, J. & Yang, M. Y., Jun 2020, In : NDT and E International. 112, p. 1-9 9 p., 102246.

Research output: Contribution to journalArticleAcademicpeer-review

UAVid: A semantic segmentation dataset for UAV imagery

Lyu, Y., Vosselman, G., Xia, G. S., Yilmaz, A. & Yang, M. Y., Jul 2020, In : ISPRS journal of photogrammetry and remote sensing. 165, p. 108-119 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

2019

Accurate salient object detection via dense recurrent connections and residual-based hierarchical feature integration

Cao, Y., Fu, G., Yang, J., Cao, Y. & Yang, M. Y., 1 Oct 2019, In : Signal Processing: Image Communication. 78, p. 103-112 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

A deep-learning-based approach for fast and robust steel surface defects classification

Fu, G., Sun, P., Zhu, W., Yang, J., Cao, Y., Yang, M. Y. & Cao, Y., 1 Oct 2019, In : Optics and Lasers in Engineering. 121, p. 397-405 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

6 Citations (Scopus)

Application of Deep Learning for Delineation of Visible Cadastral Boundaries from Remote Sensing Imagery

Crommelinck, S., Koeva, M. N., Yang, M. Y. & Vosselman, G., 25 Oct 2019, In : Remote sensing. 11, 21, p. 1-22 22 p., 2505.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
5 Citations (Scopus)
127 Downloads (Pure)

Box-level segmentation supervised deep neural networks for accurate and real-time multispectral pedestrian detection

Cao, Y., Guan, D., Wu, Y., Yang, J., Cao, Y. & Yang, M. Y., Apr 2019, In : ISPRS journal of photogrammetry and remote sensing. 150, April, p. 70-79 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

3 Citations (Scopus)
1 Downloads (Pure)

Crowd-Driven and Automated Mapping of Field Boundaries in Highly Fragmented Agricultural Landscapes of Ethiopia with Very High Spatial Resolution Imagery

Marshall, M. T., Crommelinck, S., Kohli, D., Perger, C., Yang, M. Y., Ghosh, A., Fritz, S., de Bie, C. A. J. M. & Nelson, A. D., 5 Sep 2019, In : Remote sensing. 11, 2082.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
25 Downloads (Pure)

Deep neural network for fast and accurate single image super-resolution via channel-attention-based fusion of orientation-aware features: preprint

Chen, D., He, Z., Cao, Y., Yang, J., Cao, Y., Yang, M. Y., Tang, S. & Zhuang, Y., 9 Dec 2019, In : arXiv.org. p. 1-12 12 p.

Research output: Contribution to journalArticleAcademic

Open Access
File
4 Downloads (Pure)

Detecting building changes between airborne laser scanning and photogrammetric data

Zhang, Z., Vosselman, G., Gerke, M., Persello, C., Tuia, D. & Yang, M. Y., 18 Oct 2019, In : Remote sensing. 11, 20, p. 1-17 17 p., 2417.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
3 Citations (Scopus)
13 Downloads (Pure)

Exploring the Semantics for Visual Relationship Detection

Liao, W., Lan, C., Zeng, W., Yang, M. Y. & Rosenhahn, B., 3 Apr 2019, In : arXiv.org. p. 1-13 13 p.

Research output: Contribution to journalArticleAcademic

Open Access
File
12 Downloads (Pure)

Fusion of multispectral data through illumination-aware deep neural networks for pedestrian detection

Guan, D., Cao, Y., Yang, J., Cao, Y. & Yang, M. Y., 1 Oct 2019, In : Information Fusion. 50, p. 148-157 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

11 Citations (Scopus)

Semantic Façade Segmentation from Airborne Oblique Images

Lin, Y., Nex, F. C. & Yang, M. Y., 1 Jun 2019, In : Photogrammetric engineering and remote sensing : PE&RS. 85, 6, p. 425-433 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Downloads (Pure)

Vehicle Detection in Aerial Images

Yang, M. Y., Liao, W., Li, X., Cao, Y. & Rosenhahn, B., 1 Apr 2019, In : Photogrammetric engineering and remote sensing : PE&RS. 85, 4, p. 297-304 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Scopus)
2 Downloads (Pure)
2018

A patch-based method for the evaluation of dense image matching quality

Zhang, Z., Gerke, M., Vosselman, G. & Yang, M. Y., 11 Apr 2018, In : International Journal of Applied Earth Observation and Geoinformation (JAG). 70, p. 25-34 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

7 Citations (Scopus)

Best of "ISPRS Hannover Workshop 2017" : editorial

Heipke, C., Jacobsen, K., Rottensteiner, F., Stilla, U., Yang, M. Y., Skaloud, J., Colomina, I. & Cramer, M., 1 May 2018, In : Photogrammetric engineering and remote sensing : PE&RS. 84, 5, p. 247-248 2 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
33 Downloads (Pure)

Cascaded Deep Networks with Multiple Receptive Fields for Infrared Image Super-Resolution

He, Z., Tang, S., Yang, J., Cao, Y., Yang, M. Y. & Cao, Y., 10 Aug 2018, (Accepted/In press) In : IEEE transactions on circuits and systems for video technology. 13 p., 8432397.

Research output: Contribution to journalArticleAcademicpeer-review

8 Citations (Scopus)

Foreword to the theme issue on geospatial computer vision

Wegner, J. D., Tuia, D., Yang, M. & Mallet, C., Jun 2018, In : ISPRS journal of photogrammetry and remote sensing. 140, p. 1-2 2 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

Special Issue Foreword Remote Sensing of Urban Environment (I)

Huang, X., Yang, M. Y. & Qin, R., 1 Nov 2018, In : Photogrammetric engineering and remote sensing : PE&RS. 84, 11, p. 679-679 1 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
24 Downloads (Pure)

Tea Garden Detection from High-Resolution Imagery Using a Scene-Based Framework

Huang, X., Zhu, Z., Li, Y., Wu, B. & Yang, M., 1 Nov 2018, In : Photogrammetric engineering and remote sensing : PE&RS. 84, 11, p. 723-731 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

The edge-preservation multi-classifier relearning framework for the classification of high-resolution remotely sensed imagery

Han, X., Huang, X., Li, J., Li, Y., Yang, M. Y. & Gong, J., 1 Apr 2018, In : ISPRS journal of photogrammetry and remote sensing. 138, p. 57-73 17 p.

Research output: Contribution to journalArticleAcademicpeer-review

9 Citations (Scopus)

Video Event Recognition and Anomaly Detection by Combining Gaussian Process and Hierarchical Dirichlet Process Models

Yang, M. Y., Liao, W., Cao, Y. & Rosenhahn, B., 1 Apr 2018, In : Photogrammetric engineering and remote sensing : PE&RS. 84, 4, p. 203-214 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
4 Citations (Scopus)
33 Downloads (Pure)
2017

Contour detection for UAV-based cadastral mapping

Crommelinck, S. C., Bennett, R. H., Gerke, M., Yang, Y. & Vosselman, G., 2017, In : Remote sensing. 9, 2, p. 1-13 13 p., 171.

Research output: Contribution to journalArticleAcademicpeer-review

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

Global robust image rotation from combined weighted averaging

Reich, M., Ying Yang, M. & Heipke, C., 2017, In : ISPRS journal of photogrammetry and remote sensing. 127, p. 89-101

Research output: Contribution to journalArticleAcademicpeer-review

7 Citations (Scopus)

Motion Segmentation Using Global and Local Sparse Subspace Optimization

Yang, M. Y., Ackermann, H., Lin, W., Feng, S. & Rosenhahn, B., 2017, In : Photogrammetric engineering and remote sensing : PE&RS. 83, 11, p. 769-778

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Scopus)

On support relations and semantic scene graphs

Yang, M. Y., Liao, W., Ackermann, H. & Rosenhahn, B., 1 Sep 2017, In : ISPRS journal of photogrammetry and remote sensing. 131, p. 15-25

Research output: Contribution to journalArticleAcademicpeer-review

16 Citations (Scopus)

Spatially Adaptive Column Fixed-Pattern Noise Correction in Infrared Imaging System Using 1D Horizontal Differential Statistics

Cao, Y., He, Z., Yang, J., Cao, Y. & Yang, M. Y., 1 Oct 2017, In : IEEE photonics journal. 9, 5, p. 1-13

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
11 Citations (Scopus)
402 Downloads (Pure)
2016

3D automatic liver segmentation using feature-constrained Mahalanobis distance in CT images

Al-Shaikhli, S. D. S., Yang, Y. & Rosenhahn, B., 2016, In : Biomedical engineering = Biomedizinische Technik. 61, 4, p. 401-412

Research output: Contribution to journalArticleAcademicpeer-review

6 Citations (Scopus)

Alzheimer's disease detection via automatic 3D caudate nucleus segmentation using coupled dictionary learning with level set formulation

Al-Shaikhli, S. D. S., Yang, Y. & Rosenhahn, B., 2016, In : Computer methods and programs in biomedicine. 137, p. 329-339

Research output: Contribution to journalArticleAcademicpeer-review

3 Citations (Scopus)

Brain tumor classification and segmentation using sparse coding and dictionary learning

Al-Shaikhli, S. D. S., Yang, Y. & Rosenhahn, B., 2016, In : Biomedical engineering = Biomedizinische Technik. 61, 4, p. 413-429

Research output: Contribution to journalArticleAcademicpeer-review

9 Citations (Scopus)

Effective strip noise removal for low-textured infrared images based on 1-D guided filtering

Cao, Y., Yang, Y. & Tisse, C. L., 2016, In : IEEE transactions on circuits and systems for video technology. 26, 12, p. 2176-2188

Research output: Contribution to journalArticleAcademicpeer-review

32 Citations (Scopus)

Review of automatic feature extraction from high-resolution optical sensor data for UAV-based cadastral mapping

Crommelinck, S. C., Bennett, R. M., Gerke, M., Nex, F. C., Yang, Y. & Vosselman, G., 2016, In : Remote sensing. 8, 8, p. 1-28 28 p., 689.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
59 Citations (Scopus)
261 Downloads (Pure)
2015

Descriptor evaluation and feature regression for multimodal image analysis

Yong, X., Yang, M., Cao, Y. & Rosenhahn, B., 2015, In : Machine vision and applications. 26, 7, p. 975-990

Research output: Contribution to journalArticleAcademicpeer-review

3 Citations (Scopus)

Joint object segmentation and depth upsampling

Huang, W., Gong, X. & Yang, M., 2015, In : IEEE signal processing letters. 22, 2, p. 192-196

Research output: Contribution to journalArticleAcademicpeer-review

11 Citations (Scopus)
2014

Estimating layout of cluttered indoor scenes using trajectory-based priors

Shoaib, M., Yang, M. Y., Rosenhahn, B. & Ostermann, J., 1 Nov 2014, In : Image and vision computing. 32, 11, p. 870-883 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

Multi-region labeling and segmentation using a graph topology prior and atlas information in brain images

Al-shaikhli, S. D. S., Yang, M. Y. & Rosenhahn, B., 1 Dec 2014, In : Computerized medical imaging and graphics. 38, 8, p. 725-734 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

7 Citations (Scopus)
2011

Fusion of camera images and laser scans for wide baseline 3D scene alignment in urban environments

Yang, M. Y., Cao, Y. & Mcdonald, J., 1 Dec 2011, In : ISPRS journal of photogrammetry and remote sensing. 66, 6, p. S52-S61 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

22 Citations (Scopus)
2009

Integration of conditional random fields and attribute grammars for range data interpretation of man-made objects

Schmittwilken, J., Yang, M. Y., Förstner, W. & Plümer, L., 1 Jan 2009, In : Annals of GIS. 15, 2, p. 117-126 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

Remote sensing image registration via active contour model

Yang, M. Y. & Gao, X., 1 Apr 2009, In : AEU - International Journal of Electronics and Communications. 63, 4, p. 227-234 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

23 Citations (Scopus)