Deep Learning
AF-DCGAN: Amplitude Feature Deep Convolutional GAN for Fingerprint Construction in Indoor Localization Systems
Technology: DEEP LEARNING / GAN ..
Cardiac-DeepIED: Automatic Pixel-Level Deep Segmentation for Cardiac Bi-Ventricle Using Improved End-to-End Encoder-Decoder Network
Abstract: Accurate segmentation of cardiac bi-ventricle (CBV) from magnetic resonance (MR) images has a great significance to analyze and evaluate the function of the cardiovascular system. However, the majority of cardiac MR images show that the similar intensity distribu..
Deep Ensemble Machine for Video Classification
Abstract: Video classification has been extensively researched in computer vision due to its wide spread use in many important applications such as human action recognition and dynamic scene classification. It is highly desired to have an end-to-end learning framework that can establish effective video r..
Deep Learning and Handcrafted Method Fusion: Higher Diagnostic Accuracy for Melanoma Dermoscopy Images
Abstract: Dermoscopy is an important tool in the early detection of melanoma, increasing the diagnostic accuracy over clinical visual inspection in the hands of experienced physicians. A pigment network whose structure varies in size and shape is called an irregular or a typical pigment network (AP..
Deep Learning COVID-19 Features on CXR Using Limited Training Data Sets
Technology: Deep Learning Tool: MATLAB R2018aObjective..
Detection of Apple Plant Diseases Using Leaf Images Through Convolutional Neural Network
Aim: To address the challenges associated with detecting apple plant leaf diseases using deep learning based models.Synopsis: Plant diseases pose a significant threat to the global agriculture, leading to substantial c..
EmoBed Strengthening Monomodal Emotion Recognition via Training with Crossmodal Emotion Embeddings
Alternative title: Social and Emotional Context analysis using Gradient Boosted SAM algorithm ..
Gan-Based Day-To-Night Image Style Transfer For Night Time Vehicle Detection
Technology: Deep Learning / GAN &..
Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-Rays
Technology: Deep Learning &..
Leaf Disease Detection Based on Lightweight Deep Residual Network and Attention Mechanism
Aim: To address the significant challenge of identifying plant diseases using deep Residual Network.Synopsis: The proposed work addresses the challenges of identifying plant diseases using a lightweight Deep Residual N..
Learning Deep Gradient Descent Optimization for Image Deconvolution
Technology: Deep Learning ..
Read, Watch, Listen and Summarize: Multi-modal Summarization for Asynchronous Text, Image, Audio and Video
Abstract: Text summarization plays a vital role in our daily life and has been studied for several decades. Multimedia data have greatly changed the way people live and make it difficult for users to obtain important information efficiently. Intuitively, readers can grasp the gist of the event more easily by scanning the..
Sign Explainer An Explainable AI Enabled Framework for Sign Language Recognition With Ensemble Learning
Aim: To enhance the accuracy, robustness and interpretability of sign language recognition system Synopsis: Sign Language recognition is a pioneering framework designed to advance the field of Sign Language Recognition (SLR) through the innovative applic..
Variational Formulation Of Unsupervised Deep Learning For Ultrasound Image Artifact Removal
Technology: Deep Learning / GAN Tool: M..