A list of all papers on Semantic Segmentation and the datasets they use. This site is maintained by Holger Caesar. To complement or correct it, please contact me at holger-at-it-caesar.com or visit it-caesar.com. Also checkout really-awesome-gan and our COCO-Stuff dataset.
For details which paper uses which dataset, please open the Google Drive document.
- A 2017 Guide to Semantic Segmentation with Deep Learning by Qure AI [Blog about different sem. segm. methods]
- A Review on Deep Learning Techniques Applied to Semantic Segmentation [Survey paper with a special focus on datasets and the highest performing methods]
- Computer Vision for Autonomous Vehicles: Problems, Datasets and State-of-the-Art [Survey paper about all aspects of autonomous vehicles, including sem. segm.] [Webpage with a summary of all relevant publications]