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shijianyuan's Projects

-c- icon -c-

C++ /data structure/algorithm re-learning

ancis-pytorch icon ancis-pytorch

[Medical Image Analysis 2019] Attentive Neural Cell Instance Segmentation

automatic-detection-of-cancer-cells icon automatic-detection-of-cancer-cells

It involves the implementation of Image Segmentation algorithm and Transfer Learning in Tensorflow for the automatic detection of cancer cells (GUI included)

caffe-python-tutorial icon caffe-python-tutorial

A Basic Tutorial to learning Caffe with Python, including two examples for classification and detection, and codes to train, test, prune and compress Net.

cell-segmentation icon cell-segmentation

Automated identification of cell boundaries from the pathological video data

cell-segmentation-1 icon cell-segmentation-1

A short python program using OpenCV that does cell segmentation and cell marker accounting. Two example images are provided.

cellsegmentation_tip2015 icon cellsegmentation_tip2015

Code for the paper "An Improved Joint Optimization of Multiple Level Set Functions for the Segmentation of Overlapping Cervical Cells" published on IEEE Transactions on Image Processing

cervical-cancer-cell-nucleus-segmentation icon cervical-cancer-cell-nucleus-segmentation

A small tool in python to read the bright-field image data and the phase image data recovered from a Digital holographic microscope (DHM) and segment the nuclei to calculate physical parameters like roughness and volume.

cervical_cancer_detection icon cervical_cancer_detection

A deep learning framework for cervical cancer detection to allow improved accuracy for PAP smear test results

cervical_cancer_object_detection icon cervical_cancer_object_detection

'Digitized Human Body' Visual Challenge - Intelligent Diagnosis of Cervical Cancer Risk 天池大赛项目:“数字人体”视觉挑战赛-宫颈癌风险智能诊断

fcn.berkeleyvision.org icon fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

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