Effects of a Multi-Sensor Convolutional Autoencoder Model for Lossy Hyperspectral Data Compression on Surveillance Target Detection

Authors: Kuester, J., Michel, A., Schreiner, S., Middelmann, W., Gross, W., Heizmann, M.

Source: 2024 14th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2024 14th Workshop on. :1-5 Dec, 2024

Relation: 2024 14th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)

Comparing Machine Learning and Classical Approaches for Detection of Camouflage Targets in Hyperspectral Data

Authors: Gross, W., Schreiner, S., Kuester, J., Michel, A., Middelmann, W., Vogtli, M., Sierro, L., Kneubuhler, M.

Source: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2024 - 2024 IEEE International. :7995-7999 Jul, 2024

Relation: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium

3D-Hybrid Convolutional Autoencoder Model for Hyperspectral Satellite Data Compression

Authors: Kuester, J., Gross, W., Michel, A., Schreiner, S., Middelmann, W., Heizmann, M.

Source: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2024 - 2024 IEEE International. :2564-2567 Jul, 2024

Relation: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium

Convolutional Autoencoder Model for Hyperspectral Multi-Sensor Satellite Data Compression

Authors: Kuester, J., Gross, W., Schreiner, S., Middelmann, W., Heizmann, M.

Source: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2023 - 2023 IEEE International. :5383-5386 Jul, 2023

Relation: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium

Hyperthun’22: A Multi-Sensor Multi-Temporal Camouflage Detection Campaign

Authors: Vogtli, M., Sierro, L., Kneubuhler, M., Schreiner, S., Gross, W., Queck, F., Kuester, J., Mispelhorn, J., Middelmann, W.

Source: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2023 - 2023 IEEE International. :2153-2156 Jul, 2023

Relation: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium

Experimental Approach to Camouflaged Target Detection and Camouflage Evaluation

Authors: Gross, W., Queck, F., Schreiner, S., Mispelhorn, J., Kuester, J., Middelmann, W., Vogtli, M., Kneubuhler, M.

Source: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2023 - 2023 IEEE International. :2149-2152 Jul, 2023

Relation: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium

Adaptive Two-Stage Multisensor Convolutional Autoencoder Model for Lossy Compression of Hyperspectral Data

Authors: Kuester, J., Gross, W., Schreiner, S., Middelmann, W., Heizmann, M.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 61:1-22 2023

A Multi-Scale and Multi-Temporal Hyperspectral Target Detection Experiment - From Design to First Results

Authors: Vogtli, M., Schreiner, S., Bohler, J., Gross, W., Kuester, J., Mispelhorn, J., Hueni, A., Middelmann, W., Kneubuhler, M.

Source: IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2020 - 2020 IEEE International. :660-663 Sep, 2020

Relation: IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium

Nonlinear Feature Normalization for Hyperspectral Domain Adaptation and Mitigation of Nonlinear Effects

Authors: Gross, W., Tuia, D., Soergel, U., Middelmann, W.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 57(8):5975-5990 Aug, 2019

Detection of Vehicles in Multisensor Data via Multibranch Convolutional Neural Networks

Authors: Schilling, H., Bulatov, D., Niessner, R., Middelmann, W., Soergel, U.

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of. 11(11):4299-4316 Nov, 2018

Improving the Efficiency of Land Cover Classification by Combining Segmentation, Hierarchical Clustering, and Active Learning

Authors: Wuttke, S., Middelmann, W., Stilla, U.

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of. 11(11):4016-4031 Nov, 2018

An Efficient Parallel Algorithm for Graph-Based Image Segmentation
International Conference on Computer Analysis of Images and Patterns: 13th international conference, CAIP 2009

Authors: Wassenberg, J., Middelmann, W., Sanders, P.

Source: LECTURE NOTES IN COMPUTER SCIENCE. (5702):1003-1010

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN074198427&indx=1&recIds=ETOCCN074198427

599-057: Determination of Maximally Stable Extremal Regions in Large Images
Signal processing, pattern recognition, and applications; IASTED

Authors: Wassenberg, J., Bulatov, D., Middelmann, W., Sanders, P.

Source: SIGNAL PROCESSING PATTERN RECOGNITION AND APPLICATIONS -IASTED INTERNATIONAL CONFERENCE. CONF 5:36-41

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN069210970&indx=1&recIds=ETOCCN069210970

Cognitive Vision and Perceptual Grouping by Production Systems with Blackboard Control - An Example for High-Resolution SAR-Images
International conference on computer vision theory and applications; Advances in computer graphics and computer vision

Authors: Michaelsen, E., Middelmann, W., Sorgel, U.

Source: COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE. (4):293-304

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN068120468&indx=1&recIds=ETOCCN068120468

A Perturbation Suppressing Segmentation Technique Based on Adaptive Diffusion
Adaptive and natural computing algorithms; ICANNGA 2007

Authors: Middelmann, W., Ebert, A., Deissler, T., Thoennessen, U.

Source: LECTURE NOTES IN COMPUTER SCIENCE. (4432):616-623

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN064387945&indx=1&recIds=ETOCCN064387945

Automatic Target Recognition in SAR Images Based on a SVM Classification Scheme
Adaptive and natural computing algorithms; ICANNGA 2007

Authors: Middelmann, W., Ebert, A., Thoennessen, U.

Source: LECTURE NOTES IN COMPUTER SCIENCE. (4432):492-499

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN064387801&indx=1&recIds=ETOCCN064387801

Kernel-machine-based classification in multi-polarimetric SAR data [5808-31]
Algorithms for synthetic aperture radar imagery

Authors: Middelmann, W., Ebert, A., Thoennessen, U.

Source: PROCEEDINGS- SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING. 5808:247-256

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN057243348&indx=1&recIds=ETOCCN057243348

Change detection in satellite images [5809-23]
Signal processing, sensor fusion and target recognition

Authors: Thonnessen, U., Hofele, G., Middelmann, W.

Source: PROCEEDINGS- SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING. 5809:197-207

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN057208786&indx=1&recIds=ETOCCN057208786

Classification in high-resolution SAR data [5095-45]
Algorithms for synthetic aperture radar imagery

Authors: Middelmann, W., Thoennessen, U.

Source: PROCEEDINGS- SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING. 5095:325-335

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN049883080&indx=1&recIds=ETOCCN049883080

Registration of multi-aspect InSAR images [5095-12]
Algorithms for synthetic aperture radar imagery

Authors: Middelmann, W., Pepelka, V., Thoennessen, U.

Source: PROCEEDINGS- SPIE THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING. 5095:98-109

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN049882853&indx=1&recIds=ETOCCN049882853