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    Human Action Recognition Using Depthmap Image Sequences for Abnormal Event Detection

    , M.Sc. Thesis Sharif University of Technology Mokari, Mozhgan (Author) ; Mohammadzadeh, Hoda (Supervisor)
    Abstract
    The human action recognition is one of the most important concepts of computer vision in recent decades. Most of the two dimensional methods in this field are facing serious challenges such as occlusion and missing the third dimension of data. Development of depth sensors has made easy access to tracking people and 3D positions of human body joints. This Thesis proposes a new method of action recognition that utilizes the position of joints obtained by Kinect sensor. The learning stage uses Fisher Linear Discriminant Analysis (LDA) to construct discriminant feature space. Two types of distances, i.e., Euclidean and Mahalanobis, are used for recognizing the states. Also, Hidden Markov Model... 

    Cross-Domain EEG-Based Emotion Recognition

    , M.Sc. Thesis Sharif University of Technology Shirkarami, Mohsen (Author) ; Mohammadzadeh, Hoda (Supervisor)
    Abstract
    The non-stationary nature of brain activity signals and their many inter-subject differences have created many challenges in the practical applications of emotion recognition based on electroencephalogram (EEG) signals, such as brain-computer interfaces. In such a way, the use of traditional classifiers in classifying these signals leads to a significant decrease in accuracy when applying the classifier to a new subject. Domain Adaptation methods seem to be an effective way to solve this problem by minimizing the difference between the EEG signals of different subjects. But in the basic techniques for domain adaptation, looking at all subjects' data in the same look causes the loss of a part... 

    Adaptive model predictive climate control of multi-unit buildings using weather forecast data

    , Article Journal of Building Engineering ; Volume 32 , May , 2020 , Pages: 5-6 Mohammadzadeh Mazar, M ; Rezaeizadeh, A ; Sharif University of Technology
    Elsevier Ltd  2020
    Abstract
    Energy use in buildings contributes a large part in global energy demand. To reduce energy use in this group of consumers, specially in cold seasons, an automatic control technique is proposed. In this paper, a model predictive controller (MPC) is employed to minimize the boiler activation time. The method uses the building model and incorporates the weather forecast data to act on the actuator in an optimal fashion while treating the user comfort constraints. This technique, as a part, can be embedded into the building energy management system. The building model parameters are obtained via an online identification process using unscented kalman filter (UKF). This identification is... 

    Thermal Analysis of RCC Dams During Construction and Operation

    , M.Sc. Thesis Sharif University of Technology Mohammadzadeh Shourabeh, Amin (Author) ; Ghaemian, Mohsen (Supervisor)
    Abstract
    The most important issues in massive concrete structures such as concrete dams are the increase in temperature due to heat generated by the dam Hydration of cement in concrete. Internal restrains are created from thermal gradient between the surface and the interior of the structure. External restrains are created from connections between structures and foundation for obstruct the movement of concrete structures due to temperature change. External restrains and internal creates tensile stresses in the concrete considerable, which can lead to thermal cracks in the structure. To prevent or minimize the possibility of cracks are examined thermal studies for the design of reinforced concrete... 

    Hardware Implementation of LDPC Code Applied to Flat-Fading Channels

    , M.Sc. Thesis Sharif University of Technology Mohammadzadeh Jasour, Sheida (Author) ; Shabany, Mahdi (Supervisor)
    Abstract
    Coding information data is one of the ways to prevent noise effect on the information bits, during passing communication channels. Coding data gives the possibility to detect and correct the data in the receiver. The LDPC codes which were first introduced by Gallager in the 1962 are forward error correction codes and can approach the Shannon’s capacity to within hundredths of a decibel.
    In this project a modified algorithm for decoding these group of codes is introduced, which can achieve acceptable bit error rate, while it can have better throughput than the same implementations. This algorithm is implemented partial-parallel for IEEE802.11n standard in ASIC. It is shown that, it has... 

    Fabrication of Hybrid Graphene/Metal Electrodes for Biosensor Applications

    , M.Sc. Thesis Sharif University of Technology Mohammadzadeh, Amirmahdi (Author) ; Simchi, Abdolreza (Supervisor)
    Abstract
    Electrochemical sensing of glucose has received paramount attention in recent years, particularly, the non-enzymatic glucose sensing is one of the trends in the whole biosensing world. In this research, synthesis and evaluation of a hybrid structure of vertical oriented nickel nanorod-reduced graphene oxide sheets as a non-enzymatic glucose sensor were performed. The 3D array of nickel nanorods was synthesized by electrodeposition of nickel sulfate electrolyte in track-etched polycarbonate template with 100 nm pore size and 6-10 μm thickness. The electrodeposition performed in various conditions, and the best result was achieved by application of potential of 3 V for 60 minutes. The shiny... 

    Auto-selection of space-time Interest Points for Action Recognition
    Application in Fisherposes Method

    , M.Sc. Thesis Sharif University of Technology Ghojogh, Benyamin (Author) ; Mohammadzadeh, Narges Hoda (Supervisor)
    Abstract
    In this project, a novel action recognition method, named Fisherposes, is proposed, which is improved by several space-time (spatio-temporal) methods afterwards. The proposed method utilizes skeleton data obtained from Kinect sensor. First, pre-processing is performed in which the scales of bodies are canceled and the skeletons become aligned in order to make the method robust to location, orientation, and scale of people. In Fisherposes method, every action is defined as a sequence of body poses. Using the training samples for the poses, a Fisher subspace is created which we name it Fisherposes. Moreover, a novel distance measuring function, named regularized Mahalanobis distance, is... 

    Investigation of the Geometry Effect on Electrokinetic Instability in Microflows

    , M.Sc. Thesis Sharif University of Technology Mohammadzadeh, Alireza (Author) ; Saidi, Mohammad Hassan (Supervisor)
    Abstract
    Lab-on-a-chip devices have gained a lot of attention in chemical and biomedical analyses during the past two decades. These devices employ microfluidics basics and fundamentals to combine multifold laboratory processes in one single portable chip. The electric field has been often used in most microfluidics applications for the ease of sample control as well as become easily integrated to other chip components. Instabilities in microflows would occur when two fluids of different electric properties are exposed to an adequately strong electric field. Studying these electrokinetic instabilities is not only important for the fundamental studies but also for practical applications in micromixers... 

    Ontology-based Advanced Persistent Attacks Detection

    , Ph.D. Dissertation Sharif University of Technology Mohammadzadeh Lajevardi, Amir (Author) ; Amini, Morteza (Supervisor)
    Abstract
    Advanced Persistent Threats (APTs), use hybrid, slow, and low-level patterns to leak and exfiltrate information, manipulate data, or prevent progression of a program or mission. Since current intrusion detection systems (IDSs) and alert correlation systems do not correlate low-level operating system events with network events and use alert correlation instead of event correlation, the intruders use low and hybrid events in order to make detection difficult for such detection systems. In addition, these attacks use low and slow patterns to bypass intrusion detection and alert correlation systems. Since most of the attack detection approaches use a short time-window, the slow APTs abuse this... 

    Scarf Repair Design based on Axiomatic Design

    , M.Sc. Thesis Sharif University of Technology Mohammadzadeh Oqaz, Pouria (Author) ; Abedian, Ali (Supervisor)
    Abstract
    In this project, first of all the Axiomatic Design approach, then the Scarf Repair and papers about it so far have been explained. Then Scarf Repair design with Axiomatic Design approach has been done and at the end a damaged plate sample has been repaired with developed way. Axiomatic Design is a systematic approach to design or judge existing designs for choosing the best design. This approach, says that a good design is the one that satisfys Independence and Information axioms. Independence axiom says that the better design is the one that its functional requierments are independent from each other and Information axiom says that from designs that satisfy the Independence axiom, the... 

    Data-driven buiding climate control using model prediction and online weather forecast data

    , Article ; July , 2020 , Pages 1801-1806 Mohammadzadeh Mazar, M ; Rezaei Zadeh, A ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2020
    Abstract
    This paper proposes a multi-unit building model, in which the parameters are obtained via an online identification process. The identification process is carried out on-the-fly so it can update the best model of the building units. A model predictive controller (MPC) is also employed that uses the prediction of the building model, as well as the weather forecast data and acts on the heating boiler in an optimal fashion. In addition, since the controller is designed for a multi-unit building, it is crucial to estimate the amount of the delay that takes the hot flow to reach the units. This paper presents a very simple method for the delay identification based on unscented kalman filter. For... 

    Enhancing the structural performance of masonry arch bridges with ballast mats

    , Article Journal of Performance of Constructed Facilities ; Volume 31, Issue 5 , 2017 ; 08873828 (ISSN) Mohammadzadeh, S ; Miri, A ; Nouri, M ; Sharif University of Technology
    2017
    Abstract
    A large portion of the railway bridge stock in many countries is comprised of masonry arch bridges. During recent years, more attention has been paid to the maintenance of such structures. Rehabilitation and retrofitting methods have been proposed to enhance the performance of masonry arch bridges and extend their service life. Because a large portion of forces exerted on such structures comes from the railway track and passing trains, structural elements are added to the track to reduce the forces transmitted to bridges. One such element is the ballast mat, which, according to suppliers, has a positive impact on the structural performance of the track. This paper tries to assess the effects... 

    Numerical Modeling of Sedimentation and Non-Linear Consolidation of Wet Iron Ore Mine Tailings

    , M.Sc. Thesis Sharif University of Technology Mohammadzadeh Taleshi, Mostafa (Author) ; Pak, Ali (Supervisor)
    Abstract
    Management and reservation of mine tailings are among the most important problems in today’s engineering. Among the different kinds of mine tailings, wet tailings are of the most critical ones due to their slurry shape. In addition to their different form of settlement than normal kinds of soil, they can easily transfer the pollutants through their base to the adjacent areas. Therefore, investigation of their sedimentation and consolidation processes is necessary. In this thesis, it has been tried to program a code according to the literature, in order to simulate the sedimentation and consolidation process of wet tailings. The mathematical method that has been used in the thesis for solving... 

    Synthesis and Study of the Interaction of Aza-Crwon Macrocyclic Ligands with Carboxylate Side Arms with Cd Salts

    , M.Sc. Thesis Sharif University of Technology Mohammadzadeh, Amir Hossein (Author) ; Ghanbari, Bahram (Supervisor)
    Abstract
    In the present study, the coordination chemistry of an amino acid azacrown macrocycle ligand bearing one carboxylic acid arm (MA1) was investigated by employing NMR spectroscopy, crystallography and computational chemistry. MA1 was synthetized by the reaction of chloroacetic acid with the parent azacrown macrocycle and its purity was confirmed with 13C and 1H NMR for the first time. A new MA1 homologue, MA3 was also successfully prepared and characterized with NMR, mass spectrometry, and elemental analysis. NMR studies showed that MA1 binds to cadmium via the carboxylate arm in solution. Crystallographic studies showed that MA1 formed a one-dimensional polymer with cadmium, wherein the... 

    Dynamics of Poverty in Iran

    , M.Sc. Thesis Sharif University of Technology Mohammadzadeh, Ahmad (Author) ; Keshavarz Haddad, Gholamreza (Supervisor)
    Abstract
    Eliminating poverty, which is one of the most important objectives of countries, requires a deep understanding of the trends and dynamics of poverty and the distinction between chronic and transient poverty. However, given the lack of high-quality panel data, measuring movements in and out of poverty in developing countries is difficult. In this research, we build a synthetic panel by constructing a consumption model and estimating the first-round consumption of households surveyed in the second round. The analysis of Expenditures and Income Survey (HEIS) for 1398 and 1399 shows that almost 29 percent of urban and rural households were poor in both years. In female-headed households,... 

    Software implementation of MPEG2 decoder on an ASIP JPEG processor

    , Article 17th 2005 International Conference on Microelectronics, ICM 2005, Islamabad, 13 December 2005 through 15 December 2005 ; Volume 2005 , 2005 , Pages 310-317 ; 0780392620 (ISBN); 9780780392625 (ISBN) Mohammadzadeh, N ; Hessabi, S ; Goudarzi, M ; Sharif University of Technology
    2005
    Abstract
    In this paper, we present an MPEG-2 video decoder implemented in our ODYSSEY design methodology. We start with an ASIP tailored to the JPEG decompression algorithm. We extend that ASIP by required software routines such that the extended ASIP can now perform MPEG2 decoding while still benefiting from hardware units common between JPEG and MPEG2. This demonstrates the ability of our approach in extending an already manufactured ASIP, which was tailored to a given application, such that it implements new, yet related applications. The implementation platform is a VirtexII-Pro FPGA. The hardware part is implemented in VHDL, and the software runs on a PowerPC processor. Experimental results show... 

    Manufacture of Smart Drug Delivery System with UCST Polymers

    , M.Sc. Thesis Sharif University of Technology Karimi, Ahmad Reza (Author) ; Ramazani, Ahmad (Supervisor)
    Abstract
    Smart heat-sensitive polymers play a unique role in drug delivery systems due to reversible behavior in response to environmental changes, especially temperature changes. Among the heat-sensitive polymers, UCST polymers due to their specific behavior and very little-known polymers with this feature are the subject of many new researches. In the present study, New designed temperature-sensitive polymers with UCST capability based on acrylamide and vinyl acetate were synthesized. These copolymers were synthesized in different percentages of acrylamide by free radical polymerization in solution conditions. All polymers compounds were characterized by H-NMR, FT-IR, DSC and GPC measurements. The... 

    The Influence of Shear-walls Location on Asymmetrical Buildings

    , M.Sc. Thesis Sharif University of Technology Mohammadzadeh, Mohammad Mahdi (Author) ; Khaloo, Ali Reza (Supervisor)
    Abstract
    In building construction, a rigid vertical diaphragm is capable of transferring lateral forces from exterior walls, roofs and floors to the ground foundation in a direction parallel to its planes.[1] Refractory elements against lateral forces contain moment frames, shear walls or a combination of them. In this research, shear walls are discussed. Nowadays, in cities having old contexture, some of the buildings should be destructed. Thus, modern buildings should be built. Due to the limitation of adequate space and lack of symmetrical plan, buildings must be built in asymmetrical form. To design the structures with asymmetrical plan, it is necessary to study buildings with presence of... 

    MPC-based Adaptive Climate Control of Multi-unit Buildings Using Weather Forecast

    , M.Sc. Thesis Sharif University of Technology Mohammadzadeh Mazar, Mohammad (Author) ; Rezaeizadeh, Amin (Supervisor)
    Abstract
    Energy management in buildings play an important role in minimizing the global energy consumption. Providing an optimal temperature in buildings and workplaces is a significant step toward the energy management, regardless of the local climate. Buildings account for 20-40% of the world’s total energy consumption, and this consumption is increasing in developed countries at 0.5-5% per annum.In various studies, energy consumption potential has been investigated using model predictive control (MPC) and system identification.In this paper, the building system is modeled as a gray-box model in which the formulas are developed using the heat transfer equation and the solar radiation heat is... 

    Damage evaluation of acid-oil emulsion and asphaltic sludge formation caused by acidizing of asphaltenic oil reservoir

    , Article Journal of Petroleum Science and Engineering ; Volume 174 , 2019 , Pages 880-890 ; 09204105 (ISSN) Mohammadzadeh Shirazi, M ; Ayatollahi, S ; Ghotbi, C ; Sharif University of Technology
    Elsevier B.V  2019
    Abstract
    Acidizing is one of the most effective techniques to remove the formation damage and restore (or even increase) the permeability of the near wellbore region. Although this technique is widely used to resolve the skin problem, it could initiate new damages itself that hinder the fluid flow and decrease the well production, consequently. Acid-oil emulsion and sludge formation are known as two major induced formation damage and the main reasons for the oil well acid treatment failures. Despite its critical effects, no comprehensive study has been addressed this specific type of formation damages in details. In this study, the acid-oil emulsion and asphaltic sludge formation were evaluated...