專欄文章目錄及細分類【不定期更新】

來自專欄 CV喵的進階1 人贊了文章

目錄

1. VFR: Video Face Recognition
2. Det: Detection
3. 醫療
4. 其他

1. VFR: Video Face Recognition

CNN Based Key Frame Extraction for Face in Video Recognition

Quality Aware Network

Neural Aggregation Network for Video Face Recognition

2. Detetction

• 人臉檢測

S3FD: Single Shot Scale-invariant Face Detector

• 普通物體檢測

RefineDet:Single-Shot Refinement Neural Network for Object Detection

3. 醫療

Detecting Cancer Metastases on Gigapixel Pathology Images

Assessment of Breast Cancer Histology using Densely Connected Convolutional Networks

Color Transfer between Images

• 分割

U-net

Ensembling Neural Networks for Digital Pathology Images Classification and Segmentation

Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation

DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation

• 乳腺分割

Classification of breast cancer histology images using transfer learning

• 腦瘤分割

Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks

Multi-task Fully Convolutional Network for Brain Tumour Segmentation

Boundary-Aware Fully Convolutional Network for Brain Tumor Segmentation

• 肺癌分割

Accurate Lung Segmentation via Network-Wise Training of Convolutional Networks

4.其他

• 會議簽證

美國國際學術會議B1簽面簽經驗

• 應用

用Python揭秘微信好友大數據

• 環境配置

從零開始配置深度學習伺服器環境Ubuntu17.04+CUDA9.1+TensorFlow1.4.1

從零開始配置深度學習伺服器Ubuntu16.04+CUDA8.0+Tensorflow1.4.1

推薦閱讀：