Computer Vision: A very short introduction
Summary: A very short introduction to the field of Computer Vision.
Topics: Computer Vision, introduction, tasks
Slides: link (pdf)
References
- S. J. Thorpe and M. Fabre-Thorpe, "Seeking categories in the brain", Science (2001)
- R. Girshick et al., "Rich feature hierarchies for accurate object detection and semantic segmentation", CVPR (2014)
- J. Long, E. Shelhamer and T. Darrell, "Fully convolutional networks for semantic segmentation", CVPR (2015)
- X. Chen et al., "Microsoft coco captions: Data collection and evaluation server", arxiv (2015)
- O. Ronneberger et al., "U-net: Convolutional networks for biomedical image segmentation", MICCAI (2015)
- K. He et al., "Mask r-cnn", ICCV (2017)
- Z. Lai et al., "MAST: A Memory-Augmented Self-supervised Tracker", CVPR (2020)
- J. Li et al., "Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models", arxiv (2023)