Frank Schindler, M.Sc.
Project Staff
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Betreute Arbeiten
Sommersemester 2023
- Transfer Learning für Instance Segmentation für Tag- und Nachtaufnahmen von Wildtieren mit Hilfe von Centermask (Projektgruppe)
- Optimierung eines interaktiven Annotationstools für die Nutzung von Videodaten (Projektgruppe)
Wintersemester 2022/23
- Comparison of Supervised and Unsupervised Tracking of Animals in Wildlife Monitoring (Bachelorarbeit)
- Instance Segmentation mit RDSNet (Projektgruppe)
Sommersemester 2022
- Tracking Objects as Points (Projektgruppe)
Wintersemester 2021/22
- Refinement von detektierten Instanzmasken in Videos von Wildtieren durch die Betrachtung von Objektmerkmalen im Detail- und Grenzbereich (Bachelorarbeit)
- The surprising impact of mask-head architecture on novel class segmentation (Projektgruppe)
- Sipmask: Spatial information preservation for fast image and video instance segmentation (Projektgruppe)
Sommersemester 2021
- Variational Autoencoders for Instance Segmentation in Wildlife Crossing Videos (Bachelorarbeit)
- On Mask Propagation for Video Instance Segmentation (Bachelorarbeit)
- Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-Identification (Projektgruppe)
- Lightweight Multi-Branch Network for Person Re-Identification (Projektgruppe)
Wintersemester 2020/21
- Recurrent metric networks and batch multiple hypothesis for multi-object tracking (Projektgruppe)
- Customized Multi-Person Tracker (Projektgruppe)
Publikationen
Instance segmentation and tracking of animals in wildlife videos: SWIFT-segmentation with filtering of tracklets
Schindler, F., and Steinhage, V. (2022, November). In Ecological Informatics 71: 101794.
Saving costs for video data annotation in wildlife monitoring
Schindler, F., and Steinhage, V. (2021, November). In Ecological Informatics 65: 101418.
Identification of animals and recognition of their actions in wildlife videos using deep learning techniques
Schindler, F., and Steinhage, V. (2021, March). In Ecological Informatics 61: 101215.
Semantic labeling and reconstruction of grape bunches from 3D range data using a new RGB-D feature descriptor
Mack, J., Schindler, F. , Rist, F., Herzog, K., Topfer, R., and Steinhage, V. (2018, December). In Computers and Electronics in Agriculture 155: 96-102.