Open Access. Powered by Scholars. Published by Universities.®
- Discipline
-
- Computer Engineering (908)
- Mechanical Engineering (704)
- Physical Sciences and Mathematics (699)
- Power and Energy (588)
- Materials Science and Engineering (572)
-
- Civil and Environmental Engineering (479)
- Chemical Engineering (476)
- Civil Engineering (455)
- Systems and Communications (443)
- Structural Engineering (442)
- Ocean Engineering (439)
- Metallurgy (431)
- Physics (419)
- Electromagnetics and Photonics (330)
- Other Electrical and Computer Engineering (317)
- Electronic Devices and Semiconductor Manufacturing (258)
- Optics (255)
- Signal Processing (244)
- Controls and Control Theory (221)
- VLSI and Circuits, Embedded and Hardware Systems (177)
- Computer Sciences (172)
- Electro-Mechanical Systems (124)
- Biomedical (109)
- Biomedical Engineering and Bioengineering (96)
- Hardware Systems (91)
- Digital Communications and Networking (86)
- Aerospace Engineering (83)
- Institution
-
- New Jersey Institute of Technology (1107)
- California Polytechnic State University, San Luis Obispo (501)
- Universitas Indonesia (433)
- University of Central Florida (360)
- Air Force Institute of Technology (351)
-
- Technological University Dublin (277)
- Chulalongkorn University (264)
- University of Texas at El Paso (198)
- University of Arkansas, Fayetteville (160)
- University of Dayton (158)
- Old Dominion University (155)
- University of New Orleans (145)
- University of Dar es Salaam (104)
- University of South Carolina (85)
- Munster Technological University (83)
- University of Kentucky (78)
- The University of Akron (66)
- Purdue University (62)
- Washington University in St. Louis (49)
- City University of New York (CUNY) (48)
- University of Nebraska - Lincoln (48)
- Utah State University (43)
- University at Albany, State University of New York (42)
- Portland State University (41)
- University of Nevada, Las Vegas (33)
- Louisiana State University (31)
- Clemson University (29)
- Michigan Technological University (29)
- Southern Methodist University (28)
- University of Malaya (27)
- Keyword
-
- Optimization (45)
- Electronics (37)
- Thin films (35)
- Applied sciences (34)
- Power Electronics (34)
-
- Power (33)
- Power electronics (33)
- Computer vision (32)
- Wireless (31)
- Machine learning (30)
- Sensor (30)
- Machine Learning (29)
- Simulation (29)
- Solar (29)
- Image processing (28)
- Modeling (28)
- Signal processing (27)
- Engineering, Electrical Engineering (26)
- Neural networks (Computer science) (26)
- Reliability (26)
- Robotics (26)
- Energy (25)
- Algorithms (24)
- Robot (24)
- Semiconductors (23)
- Efficiency (22)
- Engineering (22)
- Microgrid (22)
- Sensors (22)
- Antenna (21)
- Publication Year
- Publication
-
- Theses (862)
- Makara Journal of Technology (432)
- Theses and Dissertations (406)
- Electronic Theses and Dissertations (400)
- Dissertations (337)
-
- Electrical Engineering (281)
- Chulalongkorn University Theses and Dissertations (Chula ETD) (264)
- Open Access Theses & Dissertations (195)
- Electrical and Computer Engineering Faculty Publications (159)
- Master's Theses (148)
- Electrical Engineering Faculty Publications (146)
- Articles (112)
- Graduate Theses and Dissertations (104)
- Tanzania Journal of Engineering and Technology (TJET) (101)
- Conference papers (95)
- Faculty Publications (66)
- Williams Honors College, Honors Research Projects (64)
- Electrical & Computer Engineering Theses & Dissertations (63)
- Theses and Dissertations--Electrical and Computer Engineering (53)
- McKelvey School of Engineering Graduate Student Theses & Dissertations (49)
- Legacy Theses & Dissertations (2009 - 2024) (42)
- Dissertations and Theses (37)
- All Graduate Theses and Dissertations, Spring 1920 to Summer 2023 (36)
- Department of Electrical and Computer Engineering: Dissertations, Theses, and Student Research (32)
- Electrical Engineering Undergraduate Honors Theses (31)
- Computer Engineering (29)
- Electrical & Computer Engineering Faculty Publications (29)
- Bioelectrics Publications (28)
- Dissertations, Master's Theses and Master's Reports (27)
- AFIT Patents (24)
- Publication Type
- File Type
Articles 1171 - 1200 of 5725
Full-Text Articles in Electrical and Electronics
Assessment Of Cable Length Limit For Effective Protection By Z-Source Circuit Breakers In Dc Power Networks, Ruiyun Fu, Sagar Bhatta, Joseph M. Keller, Yucheng Zhang
Assessment Of Cable Length Limit For Effective Protection By Z-Source Circuit Breakers In Dc Power Networks, Ruiyun Fu, Sagar Bhatta, Joseph M. Keller, Yucheng Zhang
Electrical & Computer Engineering Faculty Publications
This paper introduces groundbreaking research on how to assess the Cable Length Limit (CLL) to ensure effective protection by Z-source Circuit Breakers (ZCBs) in DC power networks. It has been revealed that the line parameters of power cables have a significant impact on the cutoff performance of ZCBs. The question of assessing the CLL has been raised as an unsolved problem. In this paper, a method of CLL assessment is proposed based on physical models and simulation tests. To verify the proposed method, two studies were performed to assess the Cable Length Limits depending on fault levels and power delivery …
Charge Transport, Conductivity And Seebeck Coefficient In Pristine And Tcnq Loaded Preferentially Grown Metal Organic Frameworks, Xin Chen, Kai Zhang, Zeinab Mohammed Hassan, Engelbert Redel, Helmut Baumgart
Charge Transport, Conductivity And Seebeck Coefficient In Pristine And Tcnq Loaded Preferentially Grown Metal Organic Frameworks, Xin Chen, Kai Zhang, Zeinab Mohammed Hassan, Engelbert Redel, Helmut Baumgart
Electrical & Computer Engineering Faculty Publications
This investigation on Metal-Organic Framework (MOF) HUKUST-1 films focuses on comparing the undoped pristine state and with the case of doping by TCNQ infiltration of the MOF pore structure. We have determined the temperature dependent charge transport and p-type conductivity for HKUST-1 films. Furthermore, the electrical conductivity and the current-voltage characteristics have been characterized in detail. Because the most common forms of MOFs, bulk MOF powders, do not lend themselves easily to electrical characterization investigations, here in this study the electrical measurements were performed on dense, compact surface-anchored metal-organic framework (SURMOF) films. These monolithic, well-defined, and (001) preferentially oriented MOF …
Ieee Access Special Section Editorial: Trends And Advances In Bio-Inspired Image-Based Deep Learning Methodologies And Applications, Peter Peer, Carlos M. Travieso-Gonzalez, Vijayan K. Asari, Malay Kishore Dutta
Ieee Access Special Section Editorial: Trends And Advances In Bio-Inspired Image-Based Deep Learning Methodologies And Applications, Peter Peer, Carlos M. Travieso-Gonzalez, Vijayan K. Asari, Malay Kishore Dutta
Electrical and Computer Engineering Faculty Publications
Many of the technological advances we enjoy today have been inspired by biological systems due to their ease of operation and outstanding efficiency. Designing technological solutions based on biological inspiration has become a cornerstone of research in a variety of areas ranging from control theory and optimization to computer vision, machine learning, and artificial intelligence. Especially in the latter few areas, biologically relevant solutions are becoming increasingly important as we look for new ways to make artificial systems more efficient, intelligent, and overall effective.
A Two-Level Information Modelling Translation Methodology And Framework To Achieve Semantic Interoperability In Constrained Geoobservational Sensor Systems, Paul Stacey
Doctoral
As geographical observational data capture, storage and sharing technologies such as in situ remote monitoring systems and spatial data infrastructures evolve, the vision of a Digital Earth, first articulated by Al Gore in 1998 is getting ever closer. However, there are still many challenges and open research questions. For example, data quality, provenance and heterogeneity remain an issue due to the complexity of geo-spatial data and information representation.
Observational data are often inadequately semantically enriched by geo-observational information systems or spatial data infrastructures and so they often do not fully capture the true meaning of the associated datasets. Furthermore, data …
Mitigating Sinkhole Attack On Low-Power And Lossy Networks With Traffic Aware Scheduling Algorithm Using Dual Parent Mechanism, Tay Zar Bhone Maung
Mitigating Sinkhole Attack On Low-Power And Lossy Networks With Traffic Aware Scheduling Algorithm Using Dual Parent Mechanism, Tay Zar Bhone Maung
Chulalongkorn University Theses and Dissertations (Chula ETD)
Low-Power and Lossy Networks (LLN) are networks where all the routers and IoT devices are working on a limited power, memory, and computational energy. Due to the constrained structures of LLN networks such as limited resources, lossy connection and lack of physical security, security attacks can occur when routing in an LLN network. The Routing Protocol for Low-Power and Lossy Networks (RPL) was developed to meet the needs of multiple applications in the fields of Wireless Sensor Networks (WSN) and Internet of Things (IoT). Some sensor nodes in a RPL network are not strong enough to withstand a variety of …
Floating-Gate Design And Linearization For Reconfigurable Analog Signal Processing, Steven Michael Andryzcik Ii
Floating-Gate Design And Linearization For Reconfigurable Analog Signal Processing, Steven Michael Andryzcik Ii
Graduate Theses, Dissertations, and Problem Reports (ETD)
Analog and mixed-signal integrated circuits have found a place in modern electronics design as a viable alternative to digital pre-processing. With metrics that boast high accuracy and low power consumption, analog pre-processing has opened the door to low-power state-monitoring systems when it is utilized in place of a power-hungry digital signal-processing stage. However, the complicated design process required by analog and mixed-signal systems has been a barrier to broader applications. The implementation of floating-gate transistors has begun to pave the way for a more reasonable approach to analog design. Floating-gate technology has widespread use in the digital domain. Analog and …
Re-Design Of Precision Signal Conditioning Circuit For Detecting Schumann Resonance, Rohith Bikkina
Re-Design Of Precision Signal Conditioning Circuit For Detecting Schumann Resonance, Rohith Bikkina
Graduate Theses, Dissertations, and Problem Reports (ETD)
Extremely low frequencies signals are waves between 3 to 30Hz and corresponding wavelengths between 10,000 to 100,000 kilometers. The specific signals used here are generated from lightning and are excited at frequencies around 8Hz, 14Hz, 20Hz. These are often called Schumann Resonance frequencies. Several stations have been built around the world for identifying ELF waves. All of those required a sparsely populated area that was far away from electric power lines because of interference from electric noise at 50 Hz and 60Hz. This project develops and tests an amplifier and filter circuit that should assist in identifying the Schumann Resonance …
Consensus Based Control Strategy For Virtual Synchronous Generators In Microgrids, Anusha Kandula
Consensus Based Control Strategy For Virtual Synchronous Generators In Microgrids, Anusha Kandula
Graduate Theses, Dissertations, and Problem Reports (ETD)
Renewable energy sources such as photo-voltaic and wind energy are integrating very rapidly in power systems. These energy-based systems typically adopt power-electronic interfaced inverters to connect to the grid. However, unlike traditional generators, these sources have low inertia, resulting in system stability issues, especially in microgrids where they are the primary sources. To mitigate the low-inertia effect, the inverters are modeled as virtual synchronous generators (VSG), and their control is designed. The VSG emulates the inertia effect of the synchronous generator and maintains the stability of the system. Even though the droop control provides the primary control, it is insufficient …
Analysis Of Millimeter-Wave Networks: Blockage, Antenna Directivity, Macrodiversity, And Interference, Enass Hriba
Analysis Of Millimeter-Wave Networks: Blockage, Antenna Directivity, Macrodiversity, And Interference, Enass Hriba
Graduate Theses, Dissertations, and Problem Reports (ETD)
Due to its potential to support high data rates at low latency with reasonable interference isolation because of signal blockage at these frequencies, millimeter-wave (mmWave) communications has emerged as a promising solution for next-generation wireless networks. MmWave systems are characterized by the use of highly directional antennas and susceptibility to signal blockage by buildings and other obstructions, which significantly alter the propagation environment. The received power of each transmission depends on the direction the corresponding antennas point and whether the signal’s path is line-of-sight (LOS), non-LOS (i.e., partially blocked), or completely blocked. A key challenge in modeling blocking in mmWave …
Hard Hat Ambient Liability Observer (Halo), Hunter Hykes, Nathan Kish, Brian Thomson
Hard Hat Ambient Liability Observer (Halo), Hunter Hykes, Nathan Kish, Brian Thomson
Williams Honors College, Honors Research Projects
Capturing workplace incident information is a growing area of concern for most companies. To assist with this, the design team proposed the H.A.L.O. This design uses time-of-flight sensors connected to LEDs to create a proximity-based hazard warning system. It also records incident data using an accelerometer and micro-SD card. This helps workers avoid some of the most common workplace injuries, slips, trips, and falls and accidental collisions.
Students have created a design with engineering, and marketing requirements that accomplish this task. The proposed design allows for this monitoring and mitigation systems to be attached to hard hats. Team members developed …
Electronic Locking Mechanism, Nicholas Tamburrino
Electronic Locking Mechanism, Nicholas Tamburrino
Williams Honors College, Honors Research Projects
The electronic locking mechanism project will include an Arduino microcontroller to control inputs and outputs such as a keypad, an RFID reader, a stepper motor, and an LCD screen. The keypad and RFID reader will be used to verify the authorization for anyone coming through the locked door, the stepper motor will be used to physically lock and unlock the door, and the LCD screen will display the state of the locking mechanism.
Design Project: Smart Headband, John Michel, Jack Durkin, Noah Lewis
Design Project: Smart Headband, John Michel, Jack Durkin, Noah Lewis
Williams Honors College, Honors Research Projects
Concussion in sports is a prevalent medical issue. It can be difficult for medical professionals to diagnose concussions. With the fast pace nature of many sports, and the damaging effects of concussions, it is important that any concussion risks are assessed immediately. There is a growing trend of wearable technology that collects data such as steps and provides the wearer with in-depth information regarding their performance. The Smart Headband project created a wearable that can record impact data and provide the wearer with a detailed analysis on their risk of sustaining a concussion. The Smart Headband uses accelerometers and gyroscopes …
Automated Blind Control, Daniel Nahra, Matthew Lacek, Timothy Kurczewski, William Daulton Baksa
Automated Blind Control, Daniel Nahra, Matthew Lacek, Timothy Kurczewski, William Daulton Baksa
Williams Honors College, Honors Research Projects
The objective of this project would be to design and prototype an automated, light and temperature sensing window blinds system. The device would detect temperature, both inside and outside, and incoming sunlight to determine proper window blind position for maximum energy savings. The user would also have the ability to change the settings of the blind from a remote device to a setting that they desire at any given time
Investigation Of Surface Charge Using Faraday Bucket Measurements: Analysis On Electrospun Polyvinylidene Fluoride Fiber Mats, Ryan Kantenwein
Investigation Of Surface Charge Using Faraday Bucket Measurements: Analysis On Electrospun Polyvinylidene Fluoride Fiber Mats, Ryan Kantenwein
Williams Honors College, Honors Research Projects
Piezoelectric polymer materials such as polyvinylidene fluoride exhibit beneficial properties for use in personal protective equipment (PPE) against viral contaminants and other foreign microparticles. The electrospinning process of this material allows for surface charge to develop over a controlled surface area. Kynar 761 at 10 wt% demonstrates increased surface charge after withstanding a flow of aerated NaCl particles from a TSI 8130 instrument. Utilizing voltage measurements from a Faraday bucket, 18 wt% Kynar 761 and MG-15 exhibit surface charge when undergoing an electrospinning process; however, Kynar MG-15 displays lower charge values than that of Kynar 761. Several critical factors such …
Door Barricade, Alex Cerino
Door Barricade, Alex Cerino
Williams Honors College, Honors Research Projects
My senior capstone project will be a door barricade. The main idea for the use of the door barricade is for schools in the case of an intruder. The barricade that I will be designing is a solution to the inefficient barricades that I saw at my high school. It could also be used at businesses and homes. My design would be easy to use and have a fail-safe option. The two areas of mechanical engineering technology that my capstone project will focus on are stress analysis and electronics. Every part for my door barricade is drawn in SolidWorks. All …
Light Loaded Automated Guided Vehicle, Marcus Radtka, Nazar Paramashchuk, Lawrence Shevock
Light Loaded Automated Guided Vehicle, Marcus Radtka, Nazar Paramashchuk, Lawrence Shevock
Williams Honors College, Honors Research Projects
The objective of the locomotion system was to design and implement the mechanical, electrical, and software related functions to ensure the LLAGV had the capability of maneuvering its surroundings. The LLAGV’s motors were represented in an open loop transfer function to utilize RPM feedback and a compensator when needed. The modeled compensator helped control the LLAGV’s speed and acceleration, enabling further control of the LLAGV. The internal circuitry has the means to properly distributed power to all components and allowed the user to control the LLAGV to their desire. The application software within the LLAGV locomotion system (LLAGV-LS) had consideration …
Obstructive Wiring Patterns To Circular Planarity In Electrical Networks, Hannah Lebo
Obstructive Wiring Patterns To Circular Planarity In Electrical Networks, Hannah Lebo
Williams Honors College, Honors Research Projects
In order for an electrical network to be printed on a flat surface without changing the network’s input or output, it is important to consider if any wires will cross and if this problem can be avoided. If a circular network can be printed so that no wires cross, the network is said to be circular planar. In this paper, we identify a number of wiring patterns that make circular planarity impossible. We find exactly 3 wiring patterns using circular pairs with sets of two nodes, and we find exactly 78 wiring patterns using circular pairs with sets of three …
Mechanically Reconfigurable Materials And Devices Based On Two-Dimensional Transition Metal Dichalcogenide Layers, Emmanuel Okogbue
Mechanically Reconfigurable Materials And Devices Based On Two-Dimensional Transition Metal Dichalcogenide Layers, Emmanuel Okogbue
Electronic Theses and Dissertations, 2020-2023
The recent advances in electronic technologies are geared towards a combination of continued miniaturization in device components and their integration onto unconventional platforms. These efforts are aimed towards achieving electronic devices with various form factors and novel functionalities which are unattainable from traditional devices. Among these envisioned 'futuristic' technologies, electronic devices which are mechanically reconfigurable and operable under harsh operational conditions in the form of stretching, twisting and folding offer tremendous amount of unparalleled opportunities. This dissertation studies two-dimensional (2D) transition metal dichalcogenide (TMDs), a distinct class of materials with peculiar optical, electrical and mechanical properties for mechanically reconfigurable electronics. …
Smart Nails For Lithium-Ion Battery Internal Short Circuit And Thermal Runaway Characterization, Mary Kate Long, Siyi Liu
Smart Nails For Lithium-Ion Battery Internal Short Circuit And Thermal Runaway Characterization, Mary Kate Long, Siyi Liu
Summer Community of Scholars Posters (RCEU and HCR Combined Programs)
No abstract provided.
Development Of Fiber-Optic High-Temperature Heat Flux Sensors For Venus Exploration, Sara Mog
Development Of Fiber-Optic High-Temperature Heat Flux Sensors For Venus Exploration, Sara Mog
Summer Community of Scholars Posters (RCEU and HCR Combined Programs)
No abstract provided.
Electric Power Systems And Components For Electric Aircraft, Damien Lawhorn
Electric Power Systems And Components For Electric Aircraft, Damien Lawhorn
Theses and Dissertations--Electrical and Computer Engineering
Electric aircraft have gained increasing attention in recent years due to their potential for environmental and economic benefits over conventional airplanes. In order to offer competitive flight times and payload capabilities, electric aircraft power systems (EAPS) must exhibit extremely high efficiencies and power densities. While advancements in enabling technologies have progressed the development of high performance EAPS, further research is required.
One challenge in the design of EAPS is determining the best topology to be employed. This work proposes a new graph theory based method for the optimal design of EAPS. This method takes into account data surveyed from a …
Toward Intelligent Welding By Building Its Digital Twin, Qiyue Wang
Toward Intelligent Welding By Building Its Digital Twin, Qiyue Wang
Theses and Dissertations--Electrical and Computer Engineering
To meet the increasing requirements for production on individualization, efficiency and quality, traditional manufacturing processes are evolving to smart manufacturing with the support from the information technology advancements including cyber-physical systems (CPS), Internet of Things (IoT), big industrial data, and artificial intelligence (AI). The pre-requirement for integrating with these advanced information technologies is to digitalize manufacturing processes such that they can be analyzed, controlled, and interacted with other digitalized components. Digital twin is developed as a general framework to do that by building the digital replicas for the physical entities. This work takes welding manufacturing as the case study to …
Quality Assurance Of Lightweight Structures Via Phase-Based Motion Estimation, Ikenna E. Ifekaonwu
Quality Assurance Of Lightweight Structures Via Phase-Based Motion Estimation, Ikenna E. Ifekaonwu
College of Graduate Studies: Theses & Dissertations
In recent years, lightweight structures have become mature and adopted in various applications. The importance of quality assurance cannot be overemphasized hence extensive research has been conducted to assess the quality of lightweight structures. This study investigates a novel process that exploits motion magnification to investigate the damage characteristics of lightweight mission-critical parts. The goal is to assure the structural integrity of 3D printed structures and composite structures by determining the inherent defects present in the part by exploiting their vibration characteristics. The minuscule vibration of the structure was recorded with the aid of a high-speed digital camera, and the …
Coordinated Control For Dc Energy Hubs Involving Ders, Evs, And Subway Systems, Rohama Ahmad
Coordinated Control For Dc Energy Hubs Involving Ders, Evs, And Subway Systems, Rohama Ahmad
Dissertations and Theses
No abstract provided.
Voltage Security Optimization For Power Transmission Systems, Tamer Ibrahim
Voltage Security Optimization For Power Transmission Systems, Tamer Ibrahim
Dissertations and Theses
This project proposes an optimization approach for day-ahead reactive power planning to ensure voltage security in transmission networks. The problem is formulated as a voltage-secure multi-period optimal reactive power dispatch (MP-ORPD) problem. The optimization approach searches for optimal set-points of dynamic and static reactive power (var) resources. Specifically, the output includes set-points for switching shunts, transformer taps, and voltage magnitudes at the regulated buses. The primary goal is to maximize the dynamic reactive power reserve of the system, by minimizing the reactive power supplied by synchronous generators. The secondary goal is to minimize changes in the settings of switching shunts …
Perovskite Thin Films Annealed In Supercritical Fluids For Efficient Solar Cells, Gilbert Annohene
Perovskite Thin Films Annealed In Supercritical Fluids For Efficient Solar Cells, Gilbert Annohene
Theses and Dissertations
In the field of photovoltaics, scientists and researchers are working fervently to produce a combination of efficient, stable, low cost and scalable devices. Methylammonium lead trihalide perovskite has attracted intense interest due to its high photovoltaic performance, low cost, and ease of manufacture. Their high absorption coefficient, tunable bandgap, low-temperature processing, and abundant elemental constituent provide innumerable advantages over other thin film absorber materials. Since the perovskite film is the most important in the device, morphology, crystallization, compositional and interface engineering have been explored to boost its performance and stability. High temperatures necessary for crystallization of organic-inorganic hybrid perovskite films …
Network Function Virtualization Technology Adoption Strategies, Abdlrazaq Ayodeji Adeyi Shittu
Network Function Virtualization Technology Adoption Strategies, Abdlrazaq Ayodeji Adeyi Shittu
Walden Dissertations and Doctoral Studies
Network function virtualization (NFV) is a novel system adopted by service providers and organizations, which has become a critical organizational success factor. Chief information officers (CIOs) aim to adopt NFV to consolidate and optimize network processes unavailable in conventional methods. Grounded in the diffusion of innovation theory (DOI), the purpose of this multiple case research study was to explore strategies chief information officers utilized to adopt NFV technology. Participants include two CIOs, one chief security information officer (CSIO), one chief technical officer (CTO), and two senior information technology (IT) executives. Data were collected through semi-structured telephone interviews and eight organizational …
Single Image Super-Resolution Using Capsule Generative Adversarial Network, Amir Hajian
Single Image Super-Resolution Using Capsule Generative Adversarial Network, Amir Hajian
Chulalongkorn University Theses and Dissertations (Chula ETD)
The current research aims to investigate and propose a Generative Adversarial Network (GAN) architecture [53] using capsule network architecture [76] in the discriminator module of the proposed model (Caps-GAN) for Single Image Super-Resolution. Besides, the study aims to develop the proposed SR framework in three scale factors. Finally, the performance of Caps-GAN is compared with other state-of-the-art models. Our Caps-GAN model consists of three fundamental components: the generator module, capsule discriminator module, and combinations of loss functions based on the GAN concept. The proposed generator utilizes the residual in residual dense blocks (RRDB) architecture [28] under a progressively up-sampling framework …
Multi-Modal Biometric-Based Human Identification Using Deep Convolutional Siamese Neural Network, Hsu Mon Lei Aung
Multi-Modal Biometric-Based Human Identification Using Deep Convolutional Siamese Neural Network, Hsu Mon Lei Aung
Chulalongkorn University Theses and Dissertations (Chula ETD)
Biometric recognition is a critical task in security control systems. Although face biometric has long been granted the most accepted and practical biometric for human recognition, it can be easily stolen and imitated. It also has challenges getting reliable facial information from the low-resolution camera. In contrast, a gait physical biometric has been recently used for recognition. It can be more complicated to replicate and can also be taken from reliable information from the poor-quality camera. However, human body recognition has remained a problem since the lack of full-body detail within a short distance. Moreover, the unimodal biometric system still …
Deep Learning With Attention Mechanism For Iterative Face Super-Resolution, Krit Duangprom
Deep Learning With Attention Mechanism For Iterative Face Super-Resolution, Krit Duangprom
Chulalongkorn University Theses and Dissertations (Chula ETD)
Face images are widely used in many applications, such as face recognition and face identification. Regarding security, face identification is used to track the crimes. However, the camera's low resolution and environmental degradation problem hinders the face application's performance. In this thesis, we study face image super-resolution to restore the image from low-resolution to high-resolution. We proposed deep learning with an attention mechanism for iterative face super-resolution that included an image super-resolution network and face alignment network combined. The input low-resolution image is enlarged into a super-resolution face image. Then, the image has repeatedly estimated the alignment to enhance the …