Biomedical Projects
A new ECG beat clustering method based on kernelized fuzzy c-means and hybrid ant colony optimization for continuous domains
The kernelized fuzzy c-means algorithm uses kernel methods to improve the clustering performance of ..
A Novel Approach to Segment Skin Lesions in Dermoscopic Images Based on a Deformable Model
Skin cancer is the&n..
A T o p - r Feature Selection Algorithm for Microarray Gene Expression Data
We report on the successful application of feature selection methods to a classification problem in ..
A Three-Layered Graph-Based Learning Approach for Remote Sensing Image Retrieval
With the emergence of huge volumes of highresolution remote sensing images produced by all sorts o..
Analyzing the Effect of JPEG Compression on Local Variance of Image Intensity
The local variance of image intensity is a typical measure of image smoothness. It has been extens..
Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images
Since the MR technique is becoming more popular due to its non-invasive principle, the imaging of ..
Combining Generative and Discriminative Representation Learning for Lung CT Analysis with Convolutional Restricted Boltzmann
The choice of features greatly influences the performance of a tissue classification system. Despi..
DietCam: Multiview Food Recognition Using a Multikernel SVM
Food recognition is a key component in evaluation of everyday food intakes, and its challenge is du..
Domain Specific Learning for Newborn Face Recognition
Biometric recognition of newborn babies is an opportunity for the realization of several useful ap..
Efficient Feature Selection and Classification of Protein Sequence Data in Bioinformatics
Our objective is to overcome the limitations of high dimensional sequence data by introducing a stat..
Improved Tampering Localization in Digital Image Forensics Based on Maximal Entropy Random Walk
We propose to use maximal entropy random walk on a graph for tampering localization in digital ima..
Lossless Compression of JPEG Coded Photo Collections
The explosion of digital photos has posed a significant challenge to photo storage and transmissio..
Lung Pattern Classification for Interstitial Lung Diseases Using a Deep ConvolutionalNeuralNetwork
Automated tissue characterization is one of the most crucial components of a computer aided ..
Multilayer Convolution Neural Network for the Classification of Mango Leaves Infected by Anthracnose Disease
Fungal diseases not only influence the economic importance of the plants and its products but also a..
Robust Blur Kernel Estimation for License Plate Images From Fast Moving Vehicles
As the unique identification of a vehicle, license plate is a key clue to uncover over-speed vehic..