The evolution of deep learning models for instance segmentation: a critical review and analysis of future trajectories.

@article{pathan-2026-evolution, author = {Refat Khan Pathan and Wei Lun Lim and Mayeen Uddin Khandaker and Chiung Ching Ho and Sian Lun Lau}, title = {{The evolution of deep learning models for instance segmentation: a critical review and analysis of future trajectories}}, journal = {International Journal of Multimedia Information Retrieval (IJMIR)}, volume = {15}, number = {3}, pages = {21}, year = {2026}, url = {https://doi.org/10.1007/S13735-026-00407-W}, doi = {https://doi.org/10.1007/S13735-026-00407-W} }