Journal Articles

M. Babaee, D. Dinh, G. Rigoll, “A Deep Convolutional Neural Network for Video Sequence Background Subtraction,” Elsevier Pattern Recognition, Vol. 76, Pages 635-649, January 2018
M. Babaee, Y. You, G. Rigoll, “Combined Segmentation, Reconstruction, and Tracking of Multiple Targets in Multi-View Video Sequences,” Elsevier Journal of Computer Vision and Image Understanding (CVIU), Vol. 154, Pages 166-181, January 2017
M.Babaee，T. Wolf， G. Rigoll, “Toward Semantic Attributes in Dictionary Learning and Non-negative Matrix Factorization,” Elsevier Pattern Recognition Letters, Vol. 80, pages 172-178, September 2016
M. Babaee, X. Yu, G. Rigoll, M. Datcu, “Immersive Interactive SAR Image Representation Using Non-negative Matrix Factorization,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), Special issue on “GeoVision: Computer Vision for Geospatial Applications”, Vol. 9, Issue. 7, Pages 2844-2853, 2016
M. Babaee, S. Tsoukalas, G. Rigoll, M. Datcu, “Immersive Visualization of Visual Data Using Nonnegative Matrix Factorization,” Elsevier Neurocomputing, Vol. 173, pages 245-255, January 2015
M. Babaee, S. Tsoukalas, M. Babaee, G. Rigoll, M. Datcu, “Discriminative Nonnegative Matrix Factorization for Dimensionality Reduction,” Elsevier Neurocomputing, Vol. 173, Pages 212-223, January 2015
A. Babaeian, M. Babaee, A. Bayestehtashk, M. Bandarabadi “Nonlinear Subspace Clustering Using Curvature Constrained Distances,” Elsevier Pattern Recognition Letters, Vol. 68, Pages 118-125, December 2015
M. Babaee, S. Negahdaripour, “3-D Object Modeling from 2-D Occluding Contour Correspondences by Opti-Acoustic Stereo Imaging,” Elsevier Computer Vision and Image Understanding (CVIU), Vol. 132, Pages 56-74, March 2015
M. Babaee, S. Tsoukalas, G. Rigoll, M. Datcu, “Visualization-Based Active Learning for the Annotation of SAR Images.,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), Vol. 8, Issue. 10, Pages 5687-4698, 2015

Conference and Workshop Papers

Ma. Babaee, M. Babaee, G. Rigoll,
“Joint Tracking and Gait Recognition of Multiple People in Video,” IEEE International Conference on Image Processing (ICIP), Beijing, China, September 17-20, 2017
N. Koese, M. Babaee, G. Rigoll, “Multi-view Human Activity Recognition using Motion Frequency,” IEEE International Conference on Image Processing (ICIP), Beijing, China, September 17-20, 2017
M. Babaee, Y. You, G. Rigoll, “Pixel level Tracking of Multiple Targets in Crowded Environments,” International Workshop on Crowd Understanding (in conjunction with ECCV 2016), Amsterdam, Netherlands, October 10, 2016
P. Tiefenbacher, J. Heuser, T. Schulze, M. Babaee, G Rigoll, “Sensor Fusion for Sparse SLAM with Descriptor Pooling,” Computer Vision–ECCV 2016 Workshops, Amsterdam, Netherlands, October 10, pp. 698-710, Sep 2016
M. Babaee, X. Yu, G. Rigoll, M. Datcu, “Position-Aware Non-negative Matrix Factorization for Satellite Image Representation,” IEEE EUSAR, Hamburg, Germany, June 6-9, 2016
M. Babaee, T. Wolf, G. Rigoll, “Relative Attribute Guided Dictionary Learning,” IEEE International Conference on Image Processing (ICIP), Phoenix, USA, September 25-28, 2016
T. Wolf, M. Babaee, G. Rigoll, “Multi-View Gait Recognition Using 3D Convolutional Neural Networks,” IEEE International Conference on Image Processing (ICIP), Phoenix, USA, September 25-28, 2016
P. Tiefenbacher, M. Sirch, M. Babaee, G. Rigoll, “Wavelet Contrast-Based Image Inpainting With Sparsity-Driven Initialization,” IEEE International Conference on Image Processing (ICIP), Phoenix, USA, September 25-28, 2016
D. Merget, P. Tiefenbacher, M. Babaee, N. Mitov, G. Rigoll, “Photorealistic Face Transfer in 2D and 3D Video,” 37th German Conference on Pattern Recognition (GCPR 2015), Aachen, Germany, October 7-10, 2015
M. Babaee, M. Babaee, D. Merget, P. Tiefenbacher, G. Rigoll, “Attribute Constrained Subspace Learning,” IEEE International Conference on Image Processing (ICIP), Quebec City, Canada, September 27-30, 2015
A. Babaeian, A. Bayestehtashk, M. Babaee, M. Bandarabadi, A. Dourado, A. Ghadesi, “Angle Constrained Path for Clustering of Multiple Manifolds,” IEEE International Conference on Image Processing (ICIP), Quebec City, Canada, September 27-30, 2015
M. Babaee, S. Negahdaripour, “Improved Range Estimation and Underwater Image Enhancement under Turbidity by opti-Acoustic Stereo Imaging,” IEEE/MTS Oceans, Genova, Italy, May 18-21, 2015
M. Babaee, S. Tsoukalas, M. Babaeel, M. Datcu, “Active Learning Using a Low-Rank Classifier,” Iranian Conference on Electrical Engineering, ICEE’15, Tehran, May 10-14, 2015
M. Babaee, S. Tsoukalas, G. Rigoll, M. Datcu, “Interactive Visualization based Active Learning,” Human-Machine Communication for Visual Recognition and Search (HMCV) (ECCV 2014 Workshop), Zurich, September 7, 2014
M. Babaee, S. Tsoukalas, M. Babaee, G. Rigoll, M. Datcu, “Dimensionality Reduction using Relative Attributes,” Third International Workshop on Parts and Attributes (ECCV 2014 Workshop), Zurich, September 12, 2014
M. Babaee, R. Bahmanyar, G. Rigoll, Mihai Datcu, “Farness Preserving Non-nagative Matrix Factorization,” IEEE International Conference on Image Processing (ICIP), Paris, October 27-30, 2014
M. Babaee, R. Bahmanyar, G. Rigoll, M. Datcu, “Locally linear salient coding for image classification,” IEEE International Workshop on Content-Based Multimedia Indexing, Klagenfurt am Woerthersee, Austria, June 18-20, 2014
M. Babaee, R. Bahmanyar, G. Rigoll, M. Datcu, “Interactive clustering for SAR image understanding,” IEEE EUSAR, Berlin, Germany, June 3-5, 2014
M. Babaee, G. Rigoll, M. Datcu, “Visualization of image collections in 3D: Application to immersive information mining,” ESA-EUSC-JRC Image Information Mining Conference, Bucharest, Romania, March 5-7, 2014
M. Babaee, S. Tsoukalas, S. Schenk, G. Rigoll, M. Datcu, “Immersive Visualization of SAR Images using Nonnegative Matrix Factorization,” Big Data from Space, Frascati, Italy, November 12-14, 2014
M. Babaee, S. Tsoukalas, G. Rigoll, M. Datcu, “Discriminative Feature Learning from SAR Images,” Big Data from Space, Frascati, Italy, November 12-14, 2014
M. Babaee, X. Yu, G. Rigoll, M. Datcu, “Immersive Visual Analytics of Earth Observation Data,” Big Data from Space, Frascati, Italy, November 12-14, 2014
M. Babaee, G. Rigoll, M. Datcu, “Assessment of dimensionality reduction based on communication channel model; application to immersive information visualization,” IEEE Big data workshop on large scale machine learning, Santa Clara, CA, USA, October 6-9 ,2013
M. Babaee, S. Negahdaripour, “3-D object modeling from occluding contours in opti-Acoustic stereo images,” IEEE/MTS Oceans’13, San Diego, CA, USA, September 23-26, 2013
M. Babaee, G. Rigoll, M. Datcu, “Immersive Visualization of the quality of dimensionality reduction,” SMPR 2013, Teheran, Iran, October 5-8, 2013
M. Babaee, G. Rigoll, M. Datcu, “Immersive Interactive Information Mining with Application to Earth Observation Data Retrieval,” CD-ARES 2013: 376-386, September 2-6, 2013
M. Babaee, R. Bahmanyar, G. Rigoll, M. Datcu, “Immersive Visual Information Mining for exploring the content of EO archives,” Living Planet Symposium, European Space Agency, Edinburgh, UK, September 9-13, 2013
M. Babaee, R. Bahmanyar, G. Rigoll, M. Datcu, “Immersive Visual Information Mining for exploring the content of TerraSAR-X archives,” 5. TerraSAR-X Science Team Meeting, German Aerospace Center (DLR), Oberpfaffenhofen, Germany, June 10-14, 2013
M. Babaee, R. Bahmanyar, G. Rigoll, M. Datcu, “Immersive Visual Information Mining for exploring the content of EO archives,” Big data from space, Frascati, Italy, June 7-9, 2013
M. Datcu, G. Rigoll, M. Babaee, R. Bahmanyar, “Immersive Visual Information Mining for the TerraSAR-X/TanDEM-X Archive,” Image Information Mining Conference: Knowledge Discovery from Earth Observation Data, German Aerospace Center (DLR), Oberpfaffenhofen, Germany, October 24-26, 2012