Digital Commons Network^™

Hdr Video Compression Using H.265 (Hevc) Main 10 Profile, Srikanth Vasireddy

Electrical Engineering Theses - Archive

Increasing the resolution of the video has been the main interest in the television industry for a long time. More recently the industry is studying techniques to increase the range of luminance and color representation in videos. This is achieved through High Dynamic Range/ Wide Color Gamut (HDR/WCG) videos by providing visual quality of experience to the end consumers close to that of real life compared to the Standard Dynamic Range (SDR) videos.In order to deliver high-quality video services to consumers, efficient compression techniques are required to store or transmit a video especially for high resolution video formats whilst maintaining …

Reversible Data Hiding Using Histogram Shifting, Sai Saketh Nandagiri

Electrical Engineering Theses - Archive

With the current state-of-the-art technology, intruders can easily gain access to sensitive information. To avoid this, different methods with improved security to hide information have been developed like, covert channels, hiding data in images, null ciphers, etc. The focus of this work is to enhance the security and data hiding capacity of the current state-of-the-art reversible data hiding algorithms. The proposed data hiding method is designed such that the original image is losslessly restored after extraction of a payload. The proposed framework allows embedding of a binary bit stream into the host or cover image while retaining the quality of …

Application Of Spatial And Descriptive Analysis Methods To Determine Relationship Between Hardware Subsidies And The Sanitation Marketplace, Danielle Devuyst

USF Tampa Graduate Theses and Dissertations

Sanitation marketing is an emerging approach of strengthening the local private sector to implement scalable and sustainable improved sanitation coverage in developing countries, specifically among the poor. It encourages the enhancement of sanitation market supply and demand by developing distribution infrastructure and stimulating consumer interest. Unlike interventions that provide hardware subsidies to initiate sanitation demand, financial support for sanitation marketing is used exclusively for the research and development of the market; this encourages the private sector to become independent and self-sufficient. Qualitative data suggests that while sanitation marketing projects have been successful at implementing replicable and sustainable sanitation coverage, they …

Information And Communication Technology (Ict) Literacy: Refining A Construct For Assessment, Louis Michael Verdusco

Master's Theses and Doctoral Dissertations

This research effort conceptualized, developed, implemented, and examined the psychometric properties of an Information & Communication Technology (ICT) literacy assessment instrument designed for students entering college. This process began with the development of a working definition of the ICT literacy based on the literature and the input of a panel of experts regarding the proposed literacy sub-constructs and the individual test items. A pilot test was conducted to identify areas for improvement. Once these improvements were incorporated, the final assessment instrument was administered to the freshmen class at a private Midwestern comprehensive university with religious affiliation.

The psychometric aspects of …

Electrical And Computer Engineering Annual Report 2016, Department Of Electrical And Computer Engineering, Michigan Technological University

Department of Electrical and Computer Engineering Annual Reports

• Faculty Directory
• Faculty Highlights
• Faculty Fellow Program
• Multidisciplinary Research Fills Critical Needs
• Better, Faster Technology
• Metamaterials: Searching for the Perfect Lens
• The Nontraditional Power of Demand Dispatch
• Space, Solar Power's Next Frontier
• Kit Cischke, Award-Winning Senior Lecturer
• Faculty Publications
• ECE Academy Class of 2016
• Staff Profile: Michele Kamppinen
• For the Love of Teaching: Jenn Winikus
• Graduate Student Highlights
• Undergraduate Student Highlights
• External Advisory Committee
• Contracts and Grants
• Department Statistics
• AAES National Engineering Award

An Efficient Method For Optimizing Segmentation Parameters, Jacob D' Avy, Wei-Wen Hsu, Chung-Hao Chen, Andreas F. Koschan, Mongi Abidi

Electrical & Computer Engineering Faculty Publications

Segmenting an image into meaningful regions is an important step in many computer vision applications such as facial recognition, target tracking and medical image analysis. Because image segmentation is an ill-posed problem, parameters are needed to constrain the solution to one that is suitable for a given application. For a user, setting parameter values is often unintuitive. We present a method for automating segmentation parameter selection using an efficient search method to optimize a segmentation objective function. Efficiency is improved by utilizing prior knowledge about the relationship between a segmentation parameter and the objective function terms. An adaptive sampling of …

Retail Facility Design Considering Product Exposure, Corinne H. Mowrey

Browse all Theses and Dissertations

Retail store's layout affects a shopper's visual experience and correspondingly the time spent in the store, navigation through the aisles, and allocation of attention and money across departments and categories. We contend that alternate rack layouts allow for more of a rack's facing to appear in the shopper's visual field. In this work we focus on the following two questions: (i) what impact does a given rack layout have on how much of a rack display is exposed to a shopper? (ii) what rack layouts maximize exposure to a shopper? To address the first question, we introduce a set of …

Iterative Weighted Average Diffusion As A Novel External Force In The Active Contour Model, Ilya Sergeyevich Mirov

All ETDs from UAB

The active contour model has good performance in boundary extraction for medical images; particularly, Gradient Vector Flow (GVF) active contour model shows good performance at concavity convergence and insensitivity to initialization, yet it is susceptible to edge leaking, deep and narrow concavities, and has some issues handling noisy images. This paper proposes a novel external force, called Iterative Weighted Average Diffusion (IWAD), which used in tandem with parametric active contours, provides superior performance in images with high values of concavity. The image gradient is first turned into an edge image, smoothed, and modified with enhanced corner detection, then the IWAD …

Ae 2250: Construction Graphics And Design—A Peer Review Of Teaching Project Benchmark Portfolio, Asregedew Woldesenbet

UNL Faculty Course Portfolios

This course portfolio designs and documents AE 2250 (Construction Design and Graphics) course that is taught in Spring 2016 at UNL's College of Engineering under the Durham School of Architectural Engineering and Construction program. The course is intended to introduce BIM (Building Information Modeling) to architectural engineering, construction engineering, construction management and civil engineering students ranging from freshman to juniors. This course portfolio documents the challenges associated with delivering this course, tailors the course objectives, activities and tracking measures to meet the course objectives throughout the semester. This portfolio uses quantitative and qualitative measures to track student performances and learning …

Countering Noise-Based Splicing Detection Using Noise Density Transfer, Thibault Julliand, Vincent Nozick, Hugues Talbot

Journal of Digital Forensics, Security and Law

Image splicing is a common and widespread type of manipulation, which is defined as pasting a portion of an image onto a second image. Several forensic methods have been developed to detect splicing, using various image properties. Some of these methods exploit the noise statistics of the image to try and find discrepancies. In this paper, we propose a new counter-forensic approach to eliminate the noise differences that can appear in a spliced image. This approach can also be used when creating computer graphics images, in order to endow them with a realistic noise. This is performed by changing the …

Novel H.265 Video Traffic Prediction Models Using Artificial Neural Networks, Collin Daly

Honors College Theses

In this work, we propose the use of non-linear, autoregressive neural network models for predicting video frame sizes. This model utilizes H.265 encoded video traces as inputs and the predicted future frame sizes as outputs. This model is developed to predict ultra-high definition video frame encoded with H.265 within IP networks. The video I, P, and B frames are predicted separately to improve model prediction accuracy. This approach is verified in MATLAB using various H.265 video traces. The results indicate that the proposed models were able to predict the video traffic fairly accurately.

H.265 (Hevc) Bitstream To H.264 (Mpeg 4 Avc) Bitstream Transcoder, Deepak Hingole

Electrical Engineering Theses - Archive

With every new video coding standard the general rule of thumb has been to maintain same video quality at a reduced bit rate of about 50% as compared to the previous standard. H.265 is the latest video coding standard with support for encoding videos with wide range of resolutions, starting from low resolution to beyond High Definition i.e. 4k or 8k. H.265 also known as HEVC was preceded by H.264 which is very well established and widely used standard in industry and finds its applications in broadcast, storage, multimedia telephony. Currently almost all devices including low power handheld mobile devices …

Multi-Stage Prediction Scheme For Screen Content Based On Hevc, Nagashree Mundgemane Nagaraj

Electrical Engineering Theses - Archive

Screen content is a computer generated content which contains text, graphics and animations and the coding of such content is different from coding a photographic content. This thesis emphasizes on coding the screen content keeping the present video coding standard High Efficiency Video Coding (HEVC) as the base. An extension to HEVC to support screen content coding (SCC) is currently under development by the Joint Collaborative Team on Video Coding (JCT- VC) and the main goal of the extension is to provide improved compression performance of text, graphics and animation in addition to photographic content. This thesis focuses on a …

Practitioner Interview, Richard Males

All ECSTATIC Materials

Phone interview with Richard Males from RMM Technical Services, Inc. by Meghna Babbar-Sebens and Marcio Giacomoni. Interview questions asked inquired about (i) practitioner’s professional background, (ii) practitioner’s personal experience with systems analysis techniques and software in their job, (iii) role, benefits, and challenges in using systems analysis concepts in the water resources engineering profession, and (iv) recommendations for improving education of environmental and water resources systems analysis in universities.

Haptics-Based Cataract Surgery Simulator, Jia Luo

Link Foundation Modeling, Simulation and Training Fellowship Reports

Surgical training using computer-based simulators are being adopted by many medical specialties, mainly because they offer several advantages to traditional training methods involving animals or cadavers. This article focuses on the design and implementation of a haptics-based cataract surgery simulator.

Perceived Adequacy Of Illumination, Spatial Brightness, Horizontal Illuminance And Mean Room Surface Exitance In A Small Office, James Duff, Kevin Kelly, Christopher Cuttle

Articles

This paper presents a pilot study that investigated the suitability of mean room surface exitance as a predictor of spatial brightness and perceived adequacy of illumination, and then compared these results with how horizontal illuminance predicted both items under the same conditions. The experiment included 26 participants. A small office was used for the study. It exposed participants to three levels of mean room surface exitance, each delivered with three different light distributions and across three different surface reflectances, resulting in a total of 27 light scenes. A clear relationship existed between mean room surface exitance and both perceived adequacy …

Swosu Research And Scholarly Activity Fair 2015, Jason L. Johnson

SWOSU Research and Scholarly Activity Fair Programs

Welcome to the Twenty-Second SWOSU Research and Scholarly Activity Fair! On display today are 103 presentations involving 169 student researchers, writers, performers, and artists, and 40 faculty sponsors encompassing scholarly activity from the Departments of: Accounting, Computer Science, and Entrepreneurship; Art, Communication, and Theatre; Biological Sciences; Chemistry and Physics; Education; Engineering Technology; Finance, Management, and Marketing; Language and Literature; Music; Nursing and Allied Health; Pharmaceutical Sciences; Psychology; and Social Sciences.

Visual Analytics For Large Communication Trace Data, Jieting Wu

School of Computing: Dissertations, Theses, and Student Research

Executions of modern parallel programs often yield complex communications among compute nodes of large-scale clusters of workstations or supercomputers. Analyzing communication patterns is becoming increasingly critical to performance optimiza- tion. As the scale and complexity of parallel applications drastically increases, visu- alization has become a feasible means to conduct analysis of massive communication patterns. However, most visualization tools fall short in showing comprehensive dy- namic communication graph and addressing the scalability issue. Our solution for analyzing dynamic communication patterns is based on an analytics framework cou- pled with a new visualization technique, named CommGram [29], that provides a flexible solution …

Calculus For Decision Systems, Jorge Antonio Samayoa Ranero

Open Access Dissertations

The conceptualization of the term "system" has become highly dependent on the application domain. What a physicist means by the term system might be different than what a sociologist means by the same term. In 1956, Bertalanffy [1] defined a system as " a set of units with relationships among them". This and many other definitions of system share the idea of a system as a black box that has parts or elements interacting between each other. This means that at some level of abstraction all systems are similar, what eventually differentiates one system from another is the set of …

Analysing The Impact Of Digital Photography Projects On Student Engagement And Performance In A Higher Education Engineering Discipline, Michael Gleeson

Conference papers

Developing and implementing engaging activities aligned with the learning outcomes of a module within a higher education programme is essential to successful teaching practice in the 21^st century. Substantial research evidence indicates that student engagement plays a pivotal role in the academic performance and success of the student. The aim of this research is to compare student performance after adopting an alternative pedagogic approach utilising digital photography as a tool to engage the student in an engineering discipline. The activity was designed to promote student engagement by integrating digital photography, replicating authentic construction professional practice and focusing on images …

Generalized Conditional Matching Algorithm For Ordered And Unordered Sets, Ravikiran Krishnan

USF Tampa Graduate Theses and Dissertations

Designing generalized data-driven distance measures for both ordered and unordered set data is the core focus of the proposed work. An ordered set is a set where time-linear property is maintained when distance between pair of temporal segments. One application in the ordered set is the human gesture analysis from RGBD data. Human gestures are fast becoming the natural form of human computer interaction. This serves as a motivation to modeling, analyzing, and recognition of gestures. The large number of gesture categories such as sign language, traffic signals, everyday actions and also subtle cultural variations in gesture classes makes gesture …

Watershed Delineation In The Field: A New Approach For Mobile Applications Using Lidar Elevation Data, Samuel Adam Noel

Open Access Theses

With the advancement of mobile devices, opportunities to take watershed management tasks out of the office and into the field can be realized. In turn, field workers can utilize these technologies to expedite the decision-making process so that they may focus on meeting with clients and addressing agricultural watershed management issues. High-resolution (∼1.5 m postspacing) elevation data gathered by light detection and ranging (LiDAR) provides the topographic detail necessary to model hydrology at the field-scale (∼1 km2).

Non-artifactual surface depressions lead to erroneous surface flow patterns when using existing algorithms. So a sequential depression-filling algorithm (SDFA) has been developed to …

Quantifying Aesthetics Of Visual Design Applied To Automatic Design, Ali Jahanian

Open Access Dissertations

In today's "Instagram" world, with advances in ubiquitous computing and access to social networks, digital media is adopted by art and culture. In this dissertation, we study what makes a good design by investigating mechanisms to bring aesthetics of design from realm of subjection to objection. These mechanisms are a combination of three main approaches: learning theories and principles of design by collaborating with professional designers, mathematically and statistically modeling good designs from large scale datasets, and crowdscourcing to model perceived aesthetics of designs from general public responses. We then apply the knowledge gained in automatic design creation tools to …

Image Analysis Using Visual Saliency With Applications In Hazmat Sign Detection And Recognition, Bin Zhao

Open Access Dissertations

Visual saliency is the perceptual process that makes attractive objects "stand out" from their surroundings in the low-level human visual system. Visual saliency has been modeled as a preprocessing step of the human visual system for selecting the important visual information from a scene. We investigate bottom-up visual saliency using spectral analysis approaches. We present separate and composite model families that generalize existing frequency domain visual saliency models. We propose several frequency domain visual saliency models to generate saliency maps using new spectrum processing methods and an entropy-based saliency map selection approach. A group of saliency map candidates are then …

Name-Face Association In Web Videos: A Large-Scale Dataset, Baselines, And Open Issues, Zhi-Neng Chen, Chong-Wah Ngo, Wei Zhang, Juan Cao, Yu-Gang Jiang

Research Collection School Of Computing and Information Systems

Associating faces appearing in Web videos with names presented in the surrounding context is an important task in many applications. However, the problem is not well investigated particularly under large-scale realistic scenario, mainly due to the scarcity of dataset constructed in such circumstance. In this paper, we introduce a Web video dataset of celebrities, named WebV-Cele, for name-face association. The dataset consists of 75 073 Internet videos of over 4 000 hours, covering 2 427 celebrities and 649 001 faces. This is, to our knowledge, the most comprehensive dataset for this problem. We describe the details of dataset construction, discuss …

Using Game Engine Technologies For Increasing Cognitive Stimulation And Perceptive Immersion, Garrett Keenaghan, Imre Horváth

Conference papers

With the development of more user friendly game engine packages and software, detailed cognitive stimulation of procedural activities has now become easier to develop in virtual reality environments. With packages offering built-in visual editors, the amount of labour hours required for the development of specific applications are reduced. This paper considers the use of computer supported game engine technology to provide location independent comprehension and procedural skills learning for built environment education.

Organizing A Student Poster Session In An Asee Section Conference, Steve Eugene Watkins, Les Kinsler, Julia L. Morse, Douglas R. Carroll

Electrical and Computer Engineering Faculty Research & Creative Works

Student poster sessions at conferences can be valuable experiences for undergraduate and graduate students and can enrich the conference program for all participants. Student poster presentations beyond the local campus can provide additional experience in professional communication (especially in preparing succinct abstracts and in effective visual design), can prepare students for future conference participations, and can facilitate student-faculty interaction. Several issues exist when including student poster sessions in engineering education conferences. How can the content of posters be related to an engineering education theme? How are communication principles of audience and purpose incorporated into the session guidelines and review process? …

Designing Affiliative Objects: Investigating The Affiliations Of Medical Identification Jewellery, Alexandra Haagaard, William Leeming

DRS Biennial Conference Series

affiliation of medical identification jewellery with paramedics as the central user group. In doing so, we use Suchman’s notion of the affiliative object to reframe medical identification jewellery as a compound epistemic object with affiliations to paramedics in the province of Ontario, Canada. The paper begins by providing background including the methods used to assess the use of medical identification jewellery. There follows a section on how the findings from fieldwork were used to develop a first iteration of design recommendations. A compliancy table then appends discussion of key findings and design recommendations. Three design concepts were found to be …

An Integrated Approach To Developing Technical Communication Skills In Engineering Students, Ronald S. Harichandran, David J. Adams, Michael Collura, Nadiye O. Erdil, David Harding, Jean Nocito-Gobel, Amy Thompson

Engineering and Applied Science Education Faculty Publications

The Project to Integrate Technical Communication Habits (PITCH) is being implemented across seven engineering and computer science undergraduate programs. The overarching goal of PITCH is to develop written, oral and visual communication skills and professional habits in engineering students. PITCH activities begin in the very first semester and are reinforced and extended through all four years of each program. Senior design becomes the culminating experience in which students demonstrate the skills and habits acquired through PITCH courses. Student outcomes for the project were established based on an extensive survey of employers, alumni and faculty. Communication instruments include technical memoranda, poster …

Ua66 Ogden College Of Science & Engineering Newsletter, Cheryl Stevens, Dean

Ogden College of Science & Engineering Publications

No abstract provided.