3 papers
cs.CV2022
Context-based Deep Learning Architecture with Optimal Integration Layer for Image Parsing
Ranju Mandal, Basim Azam, Brijesh Verma
Deep learning models have been efficient lately on image parsing tasks. However, deep learning models are not fully capable of exploiting visual and contextual information simultan…
cs.CV2022
Deep Learning Model with GA based Feature Selection and Context Integration
Ranju Mandal, Basim Azam, Brijesh Verma +1
Deep learning models have been very successful in computer vision and image processing applications. Since its inception, Many top-performing methods for image segmentation are bas…
eess.IV2021
Multipath CNN with alpha matte inference for knee tissue segmentation from MRI
Sheheryar Khan, Basim Azam, Yongcheng Yao +1
Precise segmentation of knee tissues from magnetic resonance imaging (MRI) is critical in quantitative imaging and diagnosis. Convolutional neural networks (CNNs), which are state…