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Total 30 records

    Design and Prototypingof a Fast Acting Anti Roll Over System for SUVs

    , M.Sc. Thesis Sharif University of Technology Balaghi Enalou, Hossein (Author) ; Durali, Mohammad (Supervisor)
    Abstract
    SUVs are susceptible to rollover in high speed due to their shape and high center of mass. This causes numerous limitations for this class of vehicles thus preventing their rollover is a prime issue. In this study, two flywheels with high angular momentum have been used to provide stabilizing momentum on the onset of rollover. However, if these flywheels keep rotating during the normal driving, they will cause maneuvering limitations for the car. The idea of using flywheels is completed by bringing them to speed in a few hundredth of a second when the vehicle is suspicious to rollover.To achieve this, dynamics of the car before and after lift off of one side is investigated. Also the dynamic... 

    Real-time Graphical Elements Addition to Live and Instant Replays of Broadcast Soccer Videos

    , M.Sc. Thesis Sharif University of Technology Fouladighaleh, Sajjad (Author) ; Kasaei, Shohreh (Supervisor)
    Abstract
    During live broadcast of sports events (such as soccer matches), it is usually useful to provide more information to the audience by adding graphical elements to the video feed; elements such as offside line, distance to goal, and virtual advertisement. This requires to extract information about the camera; for instance, camera position, rotation, and focal length. Hence, we need a method to find the camera calibration data from the image. Previous works have focused on extracting this information based on the points on the pitch. But, that led to insufficient data for projecting 3D points which can be located outside of the pitch. In this thesis, in the preprocessing stage of the first... 

    Design and Prototyping of a Fast Acting Gyroscopic Actuator for Vehicle Stability Applications

    , M.Sc. Thesis Sharif University of Technology Samani, Armin (Author) ; Durali, Mohammad (Supervisor)
    Abstract
    Cars with high center of gravity, such as SUV-Sport Utility Vehicles- have high tendency to roll over in high speeds and rapid maneuvers. An idea formerly proposed is to use a high speed rotating disc like a gyroscope on the onset of the rollover to exert a high stabilizing moment on the vehicle, and consequently prevent rollovers. Also using two counter rotating discs with opposite nutation will prevent interference with the car other degrees of freedom. To reduce the interference of the spinning discs with the vehicle dynamics, the discs are to be brought to speed by the action of a high accelerating mechanism during the rollover process(similar to the action of an airbag). This project... 

    Minimizing the Number of Breaks in Double Round Robin Tournaments with Different Permutation of Rounds in 2nd Half Season

    , M.Sc. Thesis Sharif University of Technology Yektamaram, Ali Reza (Author) ; Salmasi, Nasser (Supervisor)
    Abstract
    Sports scheduling with its interesting theory and application has been the subject of many research recently. Different problems arise from different league structures with different objectives. Inspired by the structure of soccer leagues in Britain and Netherlands, we study structures in which a different permutation of first half-season rounds is played during second half-season. Some leagues like Premier league in addition to this structure have a special property in which two teams may do not play against each other in the first half-season and play twice in the second half-season. Therefore, we study both structures separately. We present a mathematical model to cover both structures.... 

    Using Probabilistic Models and Data Mining Techniques in Online Computer Games

    , M.Sc. Thesis Sharif University of Technology Khosravinia, Sina (Author) ; Haji, Babak (Supervisor)
    Abstract
    Computer video games have had a huge growth in recent years, and Dota 2 is one of the most popular video games and e-sports right now. In this research, Dota 2 drafting phase is studied by using stochastic processes and probabilistic models. This phase is modeled as a POMDP (Partially Observable Markov Decision Process) for the first time. Afterwards, the model is solved using data mining methods and machine learning algorithms. A large database of the game's match data is created, and six different machine learning algorithms are used to predict the match outcome based on the drafting stage. The prediction accuracy and power of these algorithms is compared, and finally, a program is... 

    Iranian Professional Football League’s Scheduling

    , M.Sc. Thesis Sharif University of Technology Madadi, Mahdi (Author) ; Kianfar, Ferydoon (Supervisor)
    Abstract
    Finding a proper and fair schedule for sport competitions has been an important issue, especially these days which professional sports has became a large scale business and profitability of sport competitions depends on the quality of the schedule.
    Hence in the last three decades sport scheduling has been considered by computer science and operation research scientists.
    Professional soccer league consists of many teams which compete in one round or double round robin tournament every year. In round robin tournaments each team has two matches, one at their own place and the other one at the competitors place. The main issues of the sport scheduling are the round and the host of... 

    Deep Multi-Object Tracking by Part-Based Re-Identification in Soccer Matches

    , M.Sc. Thesis Sharif University of Technology Mansourian, Amir Mohammad (Author) ; Kasaei, Shohreh (Supervisor)
    Abstract
    Effective tracking and re-identification of persons is essential for analyzing team sport videos. However, this task is challenging due to the nonlinear motion of players, the similarity in appearance of players from the same team, the distance of the camera from the persons on the pitch, and frequent occlusions. Therefore, the ability to extract meaningful embeddings to represent persons is crucial in developing an effective tracking and re-identification system. In team sports, there is other information that can be used for re-identification of persons, such as team affiliation, role information, and jersey number. However, existing methods usually suffer from two problems: first,... 

    Confinement dynamics of a semiflexible chain inside nano-spheres

    , Article Journal of Chemical Physics ; Volume 139, Issue 4 , 2013 ; 00219606 (ISSN) Fathizadeh, A ; Heidari, M ; Eslami Mossallam, B ; Ejtehadi, M. R ; Sharif University of Technology
    2013
    Abstract
    We study the conformations of a semiflexible chain, confined in nano-scaled spherical cavities, under two distinct processes of confinement. Radial contraction and packaging are employed as two confining procedures. The former method is performed by gradually decreasing the diameter of a spherical shell which envelopes a confined chain. The latter procedure is carried out by injecting the chain inside a spherical shell through a hole on the shell surface. The chain is modeled with a rigid body molecular dynamics simulation and its parameters are adjusted to DNA base-pair elasticity. Directional order parameter is employed to analyze and compare the confined chain and the conformations of the... 

    Simultaneous triple joint movement fuzzy control in FES-assisted rowing exercise

    , Article 2012 19th Iranian Conference of Biomedical Engineering, ICBME 2012, 20 December 2012 through 21 December 2012 ; December , 2012 , Pages 66-70 ; 9781467331302 (ISBN) Zarei, M ; Jahed, M ; Mehravar, M ; Sharif University of Technology
    2012
    Abstract
    Fuzzy Control of rowing exercise using Functional Electrical Stimulation (FES) concerns ankle, knee and hip joints. Muscular Modeling for each joint may contain two groups of muscles, namely extension and flexion. In the proposed method, joint controllers provide electrical stimulation pulses to the appropriate muscle group based on the trajectory error and according to a prescribed pattern designed for rowing exercise. Results indicate that the simulated Fuzzy control of desired angles closely match the experimental values for prescribed joints. Moreover, the robustness of the controller in presence of external disturbance is examined and the results show that the tracking of each joint... 

    A new method for shot classification in soccer sports video based on SVM classifier

    , Article Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation ; 2012 , Pages 109-112 ; 9781467318303 (ISBN) Bagheri Khaligh, A ; Raziperchikolaei, R ; Moghaddam, M. E ; Sharif University of Technology
    2012
    Abstract
    Sport video shot classification is a basic step in the sport video processing. For many purposes such as event detection and summarization, shot classification is needed for content filtering. In this paper, we present a new method for soccer video shot classification. At first, in-field and out-of-field frames are separated. In in-field frames three features based on number of connected components and shirt color percent in vertical and horizontal strips are extracted. The features are all new and showed excellent discrimination in the feature space. These features are given to SVM for classifying long, medium and close-up shots. One of the advantages of our method is that, close-ups can be... 

    Automatic soccer field line recognition by minimum information

    , Article 2015 International Symposium on Artificial Intelligence and Signal Processing, AISP 2015, 3 March 2015 through 5 March 2015 ; March , 2015 , Pages 136-142 ; 9781479988174 (ISBN) Fotouhi, M ; Bozorgpour, A ; Kasaei, S ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2015
    Abstract
    Automatic analysis in soccer scenes is still a difficult task in the absence of soccer field information. The first and most important step in almost all analysis, is soccer field line recognition and homography extraction. The aim of this paper is introducing a novel approach for automatic detection and recognition of soccer field lines and arcs by minimal information. A simple camera model and perspective map is assumed to reduce unknown parameters. An accurate method is utilized for detecting line pixels. The side of playfield area is determined based on the orientation of lines and arcs. Based on the detected playfield area side, an initial perspective map is obtained. An optimization... 

    Multiple soccer players tracking

    , Article Proceedings of the International Symposium on Artificial Intelligence and Signal Processing, AISP 2015, 3 March 2015 through 5 March 2015 ; March , 2015 , Pages 310-315 ; 9781479988174 (ISBN) Najafzadeh, N ; Fotouhi, M ; Kasaei, S ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2015
    Abstract
    This paper, describes a solution for tracking multiple soccer players, simultaneously, in soccer ground. It adapts Kalman filter for tracking multiple players. Adapting Kalman filter is divided to four main tasks. The first task is defining the state vector for multiple object tracking. The second task is determining a motion model for estimating the position of soccer players in the next frame. The third task is defining an observation method for detecting soccer players in each frame. Finally, the fourth task is tuning the measurement noise covariance and estimating noise covariance. In the third task, a novel observation method for detecting soccer players is proposed. This method divides... 

    An experimental study on the kinematics of a skilled service in playing tennis

    , Article ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE), 12 November 2010 through 18 November 2010 ; Volume 2 , 2010 , Pages 565-568 ; 9780791844267 (ISBN) Ahmadi, S. M ; Shirzad, E ; Sajadi, B ; Cheraghi, M ; Haghighi, K ; Sharif University of Technology
    Abstract
    This paper studies the effective parameters of a skilled service in playing tennis and determines their relationship with skill deals. Effective service in tennis plays an important role in gaining more desirable result and the most important factor of success in getting scores depends on the player's skills in serving an effective service. The characteristics of a good service are the high speed of the ball and the precision of landing the ball. The several parameters affecting on these two characteristic in the service, are studied in this paper. Therefore, the Kinematic parameters of 8 Iranian professional tennis athletes of first division tennis league and also 8 non-professional Iranian... 

    A hybrid PSO-SA algorithm for the travelling tournament problem

    , Article European Journal of Industrial Engineering ; Volume 6, Issue 1 , 2012 , Pages 2-25 ; 17515254 (ISSN) Tajbakhsh, A ; Eshghi, K ; Shamsi, A ; Sharif University of Technology
    Abstract
    Sports scheduling has become an important area of applied operations research in recent years, since satisfying fans and teams' requests and revenues of a sports league and TV networks may be affected by quality of the league schedule. While this type of scheduling problem can be solved by mathematical methods and exact solutions are accessible, it computationally leads to hard problems. The travelling tournament problem (TTP) is defined as minimising total travelling distance for all teams in a league. In this study, a new mathematical model for the TTP with the no-repeater constraint is presented. In addition, a very fast hybrid metaheuristic algorithm is proposed, which combines particle... 

    Human body 3D reconstruction in multiview soccer scenes by depth optimization

    , Article 24th Iranian Conference on Electrical Engineering, 10 May 2016 through 12 May 2016 ; 2016 , Pages 1591-1596 ; 9781467387897 (ISBN) Zarean, A ; Kasaei, S ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc 
    Abstract
    In soccer matches, 3D reconstruction is a main part of many applications including free-viewpoint broadcasting, match analysis, augmented reality, and refereeing examination. The main challenge of 3D reconstruction in soccer scenes is the human body reconstruction. Although 3D reconstruction methods have been improved to a high extent in controlled condition, still there are lots of uncovered issues in outdoor scene reconstructions with uncontrolled conditions. In this paper, a view-dependent depth optimization method is presented which addresses two of these issues in soccer scenes. These issues include inaccurate camera calibrations and limited number of input cameras. This method will... 

    Fast homography refinement in soccer videos

    , Article 9th Iranian Conference on Machine Vision and Image Processing, 18 November 2015 through 19 November 2015 ; Volume 2016-February , 2015 , Pages 185-188 ; 21666776 (ISSN) ; 9781467385398 (ISBN) Hadian, M ; Kasaei, S ; Sharif University of Technology
    IEEE Computer Society 
    Abstract
    Sports video analysis and camera calibration are important applications which rely on accurate homography computation as a challenging task. Homography refinement is an important step in the task of accurate homography computation and homography tracking. Also, in certain applications (such as homography tracking) the process speed is of great importance. A robust and fast method for accurate refinement of highly inaccurate homographies in soccer video frames is proposed in this paper. To achieve that goal, a new homography model fitting method named the point-line (PL) method is proposed. It uses point-line correspondences to compute the homography, rather than point correspondences or line... 

    Pose estimation of soccer players using multiple uncalibrated cameras

    , Article Multimedia Tools and Applications ; Volume 75, Issue 12 , 2016 , Pages 6809-6827 ; 13807501 (ISSN) Afrouzian, R ; Seyedarabi, H ; Kasaei, S ; Sharif University of Technology
    Springer New York LLC 
    Abstract
    Fully automatic algorithm for estimating the 3D human pose from multiple uncalibrated cameras is presented. Unlike the state-of-the-art methods which use the estimated pose of previous frames to restrict the candidates of current frame, the proposed method uses the viewpoint of previous frame in order to obtain an accurate pose. This paper also introduces a method to incorporate pose estimation results of several cameras without using the calibration information. The algorithm employs a rich descriptor for matching purposes. The performance of the proposed method is evaluated on a soccer database which is captured by multiple cameras. The dataset of silhouettes, in which the related 3D... 

    A Hybrid PSO-SA algorithm for the traveling tournament problem

    , Article 2009 International Conference on Computers and Industrial Engineering, CIE 2009, 6 July 2009 through 9 July 2009, Troyes ; 2009 , Pages 512-518 ; 9781424441365 (ISBN) Tajbakhsh, A ; Eshghi, K ; Shamsi, A ; Sharif University of Technology
    Abstract
    Sports scheduling has become an important area of applied operationsresearch in recent years, since satisfying the fans and teams' requests andrevenues of a sports league and TV networks may be affected by the quality ofthe league schedule. While this type of scheduling problem can be solvedtheoretically by mathematical methods, it computationally leads to hardproblems. The Traveling Tournament Problem (TTP) is defined as minimizing totaltraveling distance for all teams in the league. In this study, a newmathematical model for the TTP with no-repeater constraint is presented. Inaddition, a very fast hybrid metaheuristic algorithm is proposed, which combinesParticle Swarm Optimization (PSO)... 

    Testing soccer league competition algorithm in comparison with ten popular meta-heuristic algorithms for sizing optimization of truss structures

    , Article International Journal of Engineering, Transactions A: Basics ; Volume 30, Issue 7 , 2017 , Pages 926-936 ; 17281431 (ISSN) Moosavian, N ; Moosavian, H ; Sharif University of Technology
    Abstract
    Recently, many meta-heuristic algorithms are proposed for optimization of various problems. Some of them originally are presented for continuous optimization problems and some others are just applicable for discrete ones. In the literature, sizing optimization of truss structures is one of the discrete optimization problems which is solved by many meta-heuristic algorithms. In this paper, in order to discover an efficient and reliable algorithm for optimization of truss structures, a discrete optimizer, entitled Soccer League Competition (SLC) algorithm and ten popular and powerful solvers are examined and statistical analysis is carried out for them. The fundamental idea of SLC algorithm is... 

    Supervised heart rate tracking using wrist-type photoplethysmographic (PPG) signals during physical exercise without simultaneous acceleration signals

    , Article 2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016, 7 December 2016 through 9 December 2016 ; 2017 , Pages 1166-1170 ; 9781509045457 (ISBN) Essalat, M ; Boloursaz Mashhadi, M ; Marvasti, F ; IEEE Signal Processing Society; The Institute of Electrical and Electronics Engineers ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2017
    Abstract
    PPG based heart rate (HR) monitoring has recently attracted much attention with the advent of wearable devices such as smart watches and smart bands. However, due to severe motion artifacts (MA) caused by wristband stumbles, PPG based HR monitoring is a challenging problem in scenarios where the subject performs intensive physical exercises. This work proposes a novel approach to the problem based on supervised learning by Neural Network (NN). By simulations on the benchmark datasets [1], we achieve acceptable estimation accuracy and improved run time in comparison with the literature. A major contribution of this work is that it alleviates the need to use simultaneous acceleration signals....