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Design and Implementation of AI Accelerator based Coprocessor for IoT node using RISC-V ISA
(2021)
Semiconductor industry has seen a considerable amount of growth in the processor industry. The design of a processor is focused on two aspects namely power and performance. Hardware acceleration is an efficient method to ...
Emotion detection in conversations
(2021)
Emotion detection in conversations is emerging as an important research area because it has the ability to mine opinions from conversational datasets available publicly on various social media platforms. Emotion detection ...
On the efficacy of deep image denoising for computer vision applications
(2021)
Image denoising is a process of inverse reconstruction where the original image is reconstructed from its noisy observations. Several deep learning models have been developed for image denoising. Usually the performance ...
Development of Neural Machine Translation Systems for Indian Languages
(2021)
Machine Translation has became a very promising field with the recent advent of Neural Machine Translation (NMT) systems.A lot of work has been done in a small span of time, starting from bilingual models to complex ...
Image Super Resolution Using Deep Neural Networks
(2021)
The recent outbreak of COVID-19 has motivated researchers to contribute in the area of medical imaging using artificial intelligence and deep learning. Superresolution (SR), in the past few years, has produced remarkable ...
English Handwritten Word Recognition
(2021)
Today, tons of data is being generated every day and this helps with the automation of several tasks. Automated recognition of handwritten words from images is one such challenging task. This can be done by extracting the ...
Single Image Dehazing for Homogeneous and Non-Homogeneous Haze using Deep Neural Network
(2021)
Image dehazing is an "ill-posed problem" that has been extensively studied in recent years. Available methods use various constraints/priors, deep learning, or a combination of both to get plausible dehazing solutions. ...
Presentation Attack Detection in Face Recognition System
(2021)
One of the quickest, most precise and easily available biometric recognition system is Face recognition. These systems have wide range of uses like phone verification, payment method security checks, border control and ...
A Novel Image Colorization Architecture and UnderWater Image Color Correction Using Deep Neural Networks
(2021)
Image colorization has been an interesting and exciting research topic due to its “multi-modal” nature. Before the onset of deep learning, image colorization systems were not end-to-end and required a tremendous amount of ...
Cross-Platform Data Deduplication and Ownership over Encrypted Data
(2021)
Data deduplication is the most important data compression technique used in the cloud domain. With this technique, cloud service providers can utilize their storage space efficiently to store large amounts of data. There ...