Machine Learning

Machine Learning Project List 2019

  1. Single Image De-Hazing Using Globally Guided Image Filtering
  2. Lung Field Segmentation in Chest Radiographs from Boundary Maps by a Structured Edge Detector
  3. Brain Region Segmentation using Convolutional Neural Network
  4. Road Detection and Segmentation from Aerial Images using a CNN based System
  5. Nerve Segmentation in Ultrasound Images
  6. Predicting CT Image from MRI Data through Feature Matching with Learned Nonlinear Local Descriptors
  7. Single-Image Super-Resolution Based on Rational Fractal Interpolation
  8. Dehazing for Multispectral Remote Sensing Images Based on a Convolutional Neural Network with the Residual Architecture
  9. Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation
  10. Ultrafast Ultrasound Imaging as an Inverse Problem: Matrix-Free Sparse Image Reconstruction
  11. Learning a Deep Single Image Contrast Enhancer from Multi-Exposure Images
  12. Faceness-Net: Face Detection through Deep Facial Part Responses
  13. Dynamic Texture Recognition Using Volume Local Binary Count Patterns with an Application to 2D Face Spoofing Detection
  14. Predicting Microblog Sentiments via Weakly Supervised Multi-Modal Deep Learning
  15. Supervised Hash Coding with Deep Neural Network for Environment Perception of Intelligent Vehicles
  16. Efficient Unsupervised Parameter Estimation for One-Class Support Vector Machines
  17. Multi-Modal Joint Clustering with Application for Unsupervised Attribute Discovery
  18. Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization
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