Swastik Biswas
Swastik Biswas
Home
Publications
Experience
Projects
Posts
Light
Dark
Automatic
Projects
Gaussian Energy-based function for detection of moving objects in videos
Utilized Gaussian distribution to modify energy-based functions in images for motion detection of objects to identify accidents in a real-time video
Entropy based Fuzzy clustering algorithm for MR image segmentation
Used Shannon entropy to modify the Fuzzy C-Means algorithm for segmenting volumetric brain MR images, model was evaluated on the Brainweb dataset and IBSR dataset before utilizing for the real-patient image volumes
PDF
Volumetric Brain MR Image Segmentation using Entropy based Fuzzy clustering algorithm
Used Shannon entropy to modify the Fuzzy C-Means algorithm for segmenting volumetric brain MR images, model was evaluated on the Brainweb dataset and IBSR dataset before utilizing for the real-patient image volumes
PDF
Deep Learning through Image Analysis of real-time videos
Classified entities from real-time videos and presented a comparative study on various models. Image classification was compared on deep belief networks, deep feedforward neural networks, and convolutional neural networks
Cite
×