# Beyond pixels: A comprehensive survey from bottom-up to semantic image segmentation and cosegmentation

> Research article (Journal of Visual Communication and Image Representation, 2015) · cited 235× · AI/ML

**Wikidata**: [openalex:W1808966389](https://www.wikidata.org/wiki/openalex:W1808966389)  
**Source**: https://4ort.xyz/entity/beyond-pixels-a-comprehensive-survey-from-bottom-up-to-semantic-image-segmentation-and-cosegmentation