Search results
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Title
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A SCALABLE LSTM BASED APPROACH FOR MULTI-PEDESTRIAN TRACKING IN SURVEILLANCE CAMERAS
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Author
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Kulkarni, Pratik
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Date Created
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2019
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Subjects--Topical
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Computer engineering
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Description
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There has been an ever growing interest in leveraging state of the art deep learning techniques for tracking objects in video frames. Such works primarily focus on using appearance based models which prove not to be effective in modelling the beha...
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Title
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A WIRELESS SENSOR NETWORK BREADCRUMB TRAIL FOR AN AUTONOMOUS VEHICLE
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Author
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Chaudhary, Manu
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Date Created
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2019
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Subjects--Topical
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Electrical engineering
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Description
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Research in the area of wireless sensor networks has seen unprecedented growth inthe last decade. Human deployable ad-hoc networks are being used to communicateessential information in places where there is no network or the network is destroyeddu...
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Title
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A navigation system for low-cost autonomous all-terrain-vehicles
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Author
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Mhapankar, Shantanu
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Date Created
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2019
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Subjects--Topical
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Electrical engineering, Automobiles--Design and construction, Computer engineering
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Description
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In the last decade, there has been significant research work in the field of autonomous on-road vehicle, but, research in automating off-road vehicles has been largely untouched. The main aim of this thesis was to propose a robust framework for an...
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Title
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Algorithmic Optimization of First Convolution Layer in CNNs for Hardware Accelerator Design
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Author
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Chamarthi, Ramachandra Vikas
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Date Created
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2019
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Subjects--Topical
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Electrical engineering, Computer engineering
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Description
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This thesis proposes "1D Convolution replacement layer ", a novel optimization for first convolution layer in CNN. This optimization enables edge friendly streaming accelerator design with a minimum drop in accuracy. This optimization reduces the ...
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Title
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Analyzing the Potential of Demand Response in Residential Buildings
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Author
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Halbe, Sumedh
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Date Created
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2019
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Subjects--Topical
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Electrical engineering
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Description
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Due to increasing penetration in renewables in the grid, it has become increasingly necessary to provide a balance between supply and demand. Demand side management, especially in residential buildings, could play a vital role in providing this ba...
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Title
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BLOCKCHAIN BASED DISTRIBUTED KEY PROVISIONING SYSTEM
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Author
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Etikala, Spandana
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Date Created
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2019
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Subjects--Topical
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Electrical engineering
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Description
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In recent days, smart electronics have evolved into ubiquitous computing with connected interfaces such as self-driving automobiles with evolution in sensor network technology and artificial intelligence. Due to these advancements, new features are...
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Title
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Coupling Of Thermal and Electrical Parameters for System-Level Power System Studies
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Author
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Rahman, Md Mahbubur
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Date Created
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2019
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Subjects--Topical
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Electrical engineering, Power resources, Electric power systems
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Description
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Conventional method of power system analysis uses predefined values of transmission line electrical parameters which are considered uniformly distributed along the overhead lines. Conductor temperatures of transmission lines are dependent on the t...
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Title
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DESIGN AND CONTROL OF SOLAR PANEL COMPANION INVERTERS FOR PANEL LEVEL POWER EXTRACTION
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Author
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Sahu, Prasanth
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Date Created
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2019
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Subjects--Topical
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Electrical engineering
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Description
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Solar Panel Companion Inverters (SPCIs) have been proposed as H-bridge inverters embedded with a PV module. These inverters employ a unique methodology that converts the conventional DC voltage output of a solar panel to switched quasi-square wave...
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Title
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Design of a Microstrip Antenna and PCB for use in an Electrocorticography Biomedical Implant
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Author
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West, Jakob
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Date Created
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2019
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Subjects--Topical
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Electrical engineering, Biomedical engineering, Electromagnetism
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Description
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An implantable system, that is part of a wireless body area network, is under development for a study monitoring of neural activity in rats with epilepsy. The study will continue over a nine month period to collect data for epilepsy research. This...
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Title
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EFFICIENT ATTENTION GUIDED GAN ARCHITECTURE FOR UNSUPERVISED DEPTH ESTIMATION
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Author
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Bhattacharyya, sumanta
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Date Created
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2019
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Subjects--Topical
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Engineering, Computer engineering
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Description
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Single image depth estimation has always been a key interest in computer visioncommunity. Although depth estimation from a single monocular image still is anill-posed problem, stereo images are in rescue. Deep-learning based approaches todepth est...
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Title
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Energy-efficient Base Station Sleep-mode Strategies for Ultra-dense Cellular Networks
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Author
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Opadere, Johnson
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Date Created
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2019
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Subjects--Topical
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Electrical engineering
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Description
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Future mobile cellular networks will be characterized by massive densification of base stations (BSs) and a reshape of network functionalities, which include the potentials of advanced technologies like the network function virtualization, network...
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Title
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GROWTH OF InGaN MATERIAL AND DEVICE STRUCTURES IN A HIGH PRESSURE MOCVD REACTOR
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Author
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Conway, Matthew
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Date Created
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2019
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Subjects--Topical
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Materials science, Electrical engineering, Nanotechnology
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Description
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This is an initial investigation of the super-atmospheric (1.5 – 2.5 bar(a)) Metal-Organic Chemical Vapor Deposition (MOCVD) growth of InGaN materials and experimental, device-like structures. The work was accomplished in a custom MOCVD reactor, s...
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Title
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HUMAN-ROBOT COOPERATION USING EEG SIGNALS WITH SELF-LEARNING
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Author
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Bellary, Sunny Arokia Swamy
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Date Created
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2019
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Subjects--Topical
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Robotics
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Description
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Able-bodied humans express and communicate their needs and ideas with each other through the exchange of verbal and non-verbal information. However, those with neuromuscular disorders, either inherited or acquired by other factors, have high needs...