DRSR@DA-IICT: Recent submissions
Now showing items 101-120 of 1148
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Increasing Transferability by Imposing Linearity and Perturbation in Intermediate Layer with Diverse Input Patterns
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Despite high prediction accuracy, deep neural networks are vulnerable to adversarial attacks, introduced by perturbations that humans may not even perceive. Hence, adversarial examples can mislead the trained networks. As ... -
Q-Learning Accelerator Chip Design for Robot Path Planning
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)A variety of frameworks and set of tools used for creating complex and difficult behaviours are provided by reinforcement learning in robotics. Q-learning is one of the most popularly used algorithms in reinforcement ... -
Shadow Detection And Removal From Images
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Shadow removal from images and videos is an essential task in computer vision that concentrates on detecting the shadow generated by the obstructed light source and obtaining realistic shadow free results. The features of ... -
A Comparative Study of Time Series Databases
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Big data sectors such as the Internet of Things (IoT) generates enormous volumes of data. As IoT devices generate a vast volume of time-series data, the Time Series Database (TSDB) popularity has grown alongside the rise ... -
Design and Performance Benchmarking of Hybrid FinFET/MTJ-based Logic-In-Memory 7:2 compressor for high-speed application
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Spintronics can be a very good candidate for the replacement of complementary metal oxide-semiconductor (CMOS) technology. A digital signal processor (DSP) has a multiplier as a key element in the circuit. Multiplier having ... -
HCI Guidelines to Reduce Cognitive Distraction Among Drivers
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Driver Distraction is a very common phenomenon observed in automobile drivers. This can be due to several factors ranging from mobile phone usage to talking to co-passengers, etc. In recent years, most cars are being fitted ... -
SDINet Scheme for Generalized Text Detection in Scene and Document Images
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Text Detection is an essential intermediate step in optical character recognition (OCR). OCR applied in scene text images is helpful for applications such as traffic signs and vehicle number plate recognition. OCR applied ... -
Accurate Estimation of LeafWetness Duration using Deep Learning Based Time-Resolution Technique
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Plant diseases are one of the leading causes of loss of crops. Monitoring the plant growth conditions could help prevent the spread of diseases and ensure healthy agricultural productivity. A leaf wetness sensor (LWS) is ... -
Orthogonal Transform based Generative Adversarial Network for Image Dehazing
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Image dehazing has become one of the crucial preprocessing steps for any computer vision task. Most dehazing methods work in the image domain, and the dehazed image is obtained by estimating the transmission map along with ... -
ASIC Chip Design For Agriculture Application
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)This paper presents an application specific integrated circuit (ASIC) implementation suitable for agriculture applications, which employ RISC-V as a digital processing unit and the sensor interfacing circuits. The motivation ... -
Super resolution of Covid-19 CT-Scan Images
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Acquisition of high quality CT images is difficult, because it requires exposing patients to high doses of radiation. Super resolution algorithms can help in over coming this problem and obtain higher spatial resolution ... -
What is my name?
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)The thesis work introduces a new concept of predicting the first name from the facial image. Several studies show a relationship between first names and facial features. The prediction problem here is treated as an image ... -
Cross-modal Remote Sensing Image Retrieval
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Most of the conventional remote sensing (RS) retrieval approaches used today are often based on a single modality data framework. In today�s date, the need for multimodal and cross modal based approaches especially in the ... -
Self-Healing Instrumentation for Capacitive Based Agriculture Sensors
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)A digital system having a self-healing mechanism is becoming very promising and it is a kind of system upon which one can rely upon. It can detect failures or faults in the digital system and can fix them through self-healing ... -
PolSAR Image Classification using Complex-Valued CNN and Squeeze-Excitation Network
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Terrain classification is one of the most crucial tasks when utilisation of polarimetric SAR images comes into the picture. This work explores the efficiency of various supervised deep learning algorithms that make use of ... -
Material based Mesh Deformation
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Shape deformation is one of the fundamental techniques in geometry processing. Shape deformation algorithms aim to mimic 3D object deformations on digital representations of objects efficiently. Deformation refers to the ... -
Anomaly detection in videos
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)With the development of modern digital cameras and CCTVs, our cities and their important public places can now be monitored 24x7 around the clock. Traditional video analytics methods necessitate ongoing surveillance ... -
Cross-domain Person Re-identification
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)The problem of person reidentification has been getting much attention in the computer vision community. The task is to recognize pictures of the same indi� viduals in images with different backgrounds taken from ... -
Image Super-Resolution by Combining Non-Local Sparse Attention and Residual Channel Attention
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Single Image Super Resolution (SISR) is an illposed problem that aims to gener ate a high resolution (HR) image from a single low resolution (LR) image. The low resolution image and its associated features are very rich ... -
Common Object Segmentation in Dynamic Image Collection using Attention Mechanism
(Dhirubhai Ambani Institute of Information and Communication Technology, 2022)Semantic segmentation of image groups is a crucial task in computer vision that aims to identify shared objects in multiple images. This work presents a deep neural network framework that exhibits congruity between images, ...