Deep Integrated Pipeline of Segmentation Guided Classification of Breast Cancer from Ultrasound Images

no code implementations • 26 Oct 2021 • Muhammad Sakib Khan Inan, Fahim Irfan Alam, Rizwan Hasan

In this concern, to develop an end-to-end integrated pipeline for breast ultrasonography image classification, we conducted an exhaustive analysis of image preprocessing methods such as K Means++ and SLIC, as well as four transfer learning models such as VGG16, VGG19, DenseNet121, and ResNet50.

Image Classification Semantic Segmentation +1

Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation

no code implementations • 13 Nov 2017 • Fahim Irfan Alam, Jun Zhou, Alan Wee-Chung Liew, Xiuping Jia, Jocelyn Chanussot, Yongsheng Gao

Image segmentation is considered to be one of the critical tasks in hyperspectral remote sensing image processing.

Hyperspectral Image Segmentation Image Segmentation +2