Search results
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Title
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ENABLING ACCELERATOR-SOC CO-DESIGN USING RISC-V CHIPYARD
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Author
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Muchandi, Shruthi
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Date Created
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2020
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Subjects--Topical
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Electrical engineering, Computer engineering
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Description
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The rise in transistor cost in conjunction with the slowdown of Moore’s law has increased the demand for scalable SoC (System-on-Chip) based frameworks. The opportunity provided by reconfigurable and extensible full-system frameworks opens up a wi...
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Title
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Functional Safety Model for E/E Component of an autonomous vehicle
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Author
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Gosavi, Mukul Anil
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Date Created
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2018
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Subjects--Topical
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Automobiles--Design and construction, Computer engineering
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Description
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Currently there is extensive research and investment in safety technologies, such as Advanced Driver Assistance Systems (\gls{adas}) for enabling road vehicles to become intelligent and safer, thus making them detect and prevent possible accidents...
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Title
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LOGIC LOCKING FRAMEWORK AND ITS APPLICATION FOR SECURE BOOT IN FPGAs
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Author
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Reji Joseph, Sam
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Date Created
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2020
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Subjects--Topical
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Computer engineering
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Description
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The semiconductor industry faces a major issue with the rise of counterfeit ICs in the global supply chain. Due to globalisation, the majority of the IC design companies have become fabless. This can be credited to major production costs and the n...
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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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Efficient and Scalable Highway Asset Detection
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Author
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Bhojwani, Ekta
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Date Created
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2021
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Subjects--Topical
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Computer science, Computer engineering, Artificial intelligence
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Description
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The roads and highways are a valuable asset for the state department of transportation. It takes massive investment and a huge amount of time to maintain the road assets condition. Therefore, it becomes important to automate the maintenance proces...
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Title
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EfficientHRNet: Efficient and Scalable Networks for Pose Estimation and Segmentation
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Author
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Sheth, Aneri
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Date Created
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2020
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Subjects--Topical
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Computer engineering, Artificial intelligence
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Description
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Recent years have brought great advancement in 2D human pose estimation. However,bottom-up approaches that do not rely on external detectors to generate personcrops, tend to have large model sizes and intense computational requirements, makingthem...
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Title
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Empowering FPGAs For Massively Parallel Applications
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Author
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SHIDDIBHAVI, SUHAS ASHOK
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Date Created
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2018
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Subjects--Topical
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Electrical engineering, Engineering, Computer engineering
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Description
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The availability of OpenCL High-Level Synthesis (OpenCL-HLS) has made FPGAs an attractive platform for power-efficient high-performance execution of massively parallel applications. FPGAs with their customizable data-path, deep pipelining abilitie...
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Title
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Enabling Architecture Research on GPU Simulator for Deep Learning Applications
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Author
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Nikam, Abhishek
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Date Created
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2018
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Subjects--Topical
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Computer engineering
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Description
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Deep learning uses stacks of multiple processing layers to learn representations of data with different levels of abstraction. It enables machines to have the understanding of outer environment just like the human body, opening a path for diverse ...
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Title
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Enabling Kubernetes for distributed AI processing on edge devices
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Author
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Raheja, Ronak Vijay
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Date Created
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2020
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Subjects--Topical
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Computer science, Computer engineering
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Description
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AI processing has been a big area of focus for the research community for quite some years. The growing computation capability of edge devices has allowed Computer Vision to make use of AI techniques with greater efficiency and throughput. This ap...
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Title
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Real-time Vehicle Detection and Tracking for Work Zone Safety
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Author
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Parks, Colin
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Date Created
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2022
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Subjects--Topical
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Computer engineering, Artificial intelligence
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Description
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Computer vision and deep learning are rapidly evolving fields being implemented for a variety of different applications, including object detection and tracking for autonomous vehicles. While today's technology is not at the level of full automati...
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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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Secure Key Updates for Dynamically Reconfigurable Logic Locked Designs
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Author
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Williams, Gregory
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Date Created
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2022
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Subjects--Topical
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Computer engineering
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Description
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Due to globalization and the shift to the horizontal business model, there areemerging security concerns in the semiconductor industry including FPGAs. Mod- ern FPGAs are system on a chip platforms that integrates a processing system with programm...
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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...