Databases
Here you can find some databases used in our resarch.
Muenster BarcodeDB
Muenster BarcodeDB is a collection of more than 1000 Pictures of barcodes, taken with a mobile phone. Please refer to readme.html, if you want to use this data in your research.
PedestrianLights
PedestrianLights is a collection of several videos for the detection of pedestrian traffic lights. Please refer to index.html, if you want to use this data in your research.
LCD2A
The collision database (called Larvae Collision Dataset 2 Animals; short: LCD2A) contains 1352 image sequences with approximately 159300 individual images resulting from an interaction analysis (collisions) experiment of Drosophila larvae. The images were acquired by utilizing the FIM2c setup. For further information please refer to
- The "readme.txt" file included in the archive
- Risse B., Otto N., Berh D., Jiang X., Kiel M., Klambt C. 2017. "FIM2c: Multicolor, Multipurpose Imaging System to Manipulate and Analyze Animal Behavior." IEEE Transactions on Biomedical Engineering 64, No. 3:610-620
- Otto N, Risse B, Berh D, Bittern J, Jiang X, Klämbt C. 2016. "Interactions among Drosophila larvae before and during collision." Scientific Reports 11, No. 6: 31564
LCD2t3
This dataset (called "Larvae Collision Dataset 2 to 3" or LCD2t3) represents a refined Version of the original collision database LCD2A resulting from an interaction analysis (collisions) experiment of Drosophila larvae. The images were acquired by utilizing the FIM2c setup. For further information please refer to
- The "readme.txt" file included in the archive
- Michels T, Berh D, Jiang X. 2018. "An RJMCMC-based method for tracking and resolving collisions of Drosophila Larvae." IEEE/ACM Transactions on Computational Biology and Bioinformatics 2018 [Epub ahead of print].
LCDseg
This dataset (called : Larvae Collision Dataset with Segmentation) represents a collection of colliding Drosophila larvae sequences from the LCD2t3 dataset, where ten 2-larvae collision videos are randomly selected with 1-10, 11-20, . . . , 41-50, and >50 frames, together with nine 3-larvae collision sequences. In total, this dataset contains 69 videos and 2336 frames. All larvae in these frames were manually segmented. For further information please refer to
- The "readme.txt" file included in the archive
- Bian A, Jiang X, Berh D, Risse B (2021) Resolving colliding larvae by fitting ASM to random walker-based pre-segmentations. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 18 (3), p. 1184-1194.
Heartbeat
The heartbeat database contains 39 image sequences with approximately 52700 individual images showing an (irregular) heartbeat of Drosophila melanogaster pupae. The images were acquired by utilizing the FIM setup. For further information please refer to
- The "readme.txt" file included in the archive
- Berh D, Scherzinger A, Otto N, Jiang X, Klämbt C, Risse B. 2018. "Automatic non-invasive heartbeat quantification of Drosophila pupae." Computers in Biology and Medicine 93: 189-199