Resources for Histology Imaging Tasks

GPU accelerated color-normalisation (In-house repository)

Original credits: Anand, Deepak, Goutham Ramakrishnan, and Amit Sethi. “Fast gpu-enabled color normalization for digital pathology.” 2019 International Conference on Systems, Signals and Image Processing (IWSSIP). IEEE, 2019. Sparse structure preserving color normalisation

Multi-Organ Nucleus Segmentation and Classification (MoNuSAC)

Original credits: Verma, R., Kumar, N., Patil, A., Kurian, N. C., Rane, S., & Sethi, A. Multi-organ Nuclei Segmentation and Classification Challenge 2020. Official Website of MoNuSAC

Multi-Organ Nucleus Segmentation (MoNuSeg)

Original credits: Kumar, N., Verma, R., Anand, D., Zhou, Y., Onder, O. F., Tsougenis, E., … & Sethi, A. (2019). A multi-organ nucleus segmentation challenge. IEEE transactions on medical imaging, 39(5), 1380-1391. Official Website of MoNuSeg

Nucleus Detection (In-house repository)

To be updated soon..