projects
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- | ====== | + | ====== |
- | (Listed in order received.) | + | \\ |
- | ====== Building an autonomous motorboat ====== | + | ===Dynamic Interface Detection and Control Project=== |
- | **Supervisor**: Michael Jenkin | + | **Supervisor: |
- | **Required Background**: | ||
- | **Recommended Background**: | + | Contrary to most industries, fine chemical manufacturing is dominated by batch production methods. Increasing economic, environmental and safety pressures are motivating a turn towards continuous synthesis. Rather than making products in one big flask, continuous synthesis involves performing chemical reactions by flowing reagents through a tube. Working in this way provides more control over the reaction parameters leading to increases in product quality, and process efficiency and safety. The flow chemistry industry for fine chemical production is a relatively new but burgeoning field with a projected market capacity of billions of dollars by 2018. |
- | __Description__ | + | Extraction of the reaction mixture |
- | An opportunity exists | + | |
+ | A key step in the process takes place in a clear tube that is mounted vertically. The tube contains two fluids with a boundary between them. During the process material flows into and out of the tube from the top and the bottom. Chemical reactions take place within this tube and It is essential that the position of the boundary be monitored as its position in the tube is used to control the flow of materials into the tube. | ||
+ | One way of solving this problem is to float a marker at the boundary between the two liquids and to monitor this boundary using a video camera. Although this approach solves the problem, it requires the introduction of a specific float within the tube. Can we build a system that monitors the boundary without resorting to the use of an artificial float? | ||
- | ---- | + | Specific goals of the project include: |
- | : | + | |
- | ---- | + | |
- | ====== Athenians Data Project ====== | + | - Develop a computer vision system that can detect and monitor the interface between two miscible fluids of different density. |
- | **Supervisor**: | + | - Evaluate the performance of the system over a range of different (and typical) fluids |
- | **Required Background**: | + | - Explore the use of different illuminant/ |
- | **Recommended Background**: | + | The successful candidate(s) will have the experience of working with a diverse group of scientists and engineers toward the design and implementation of an automated liquid extraction device with applications across many industries. Upon successful prototyping, |
- | __Description__ | + | For further information please contact, |
- | The Athenians Project is a multi-year, ongoing project of compiling, computerizing and studying data about the persons of ancient Athens. | + | |
- | Possible project ideas for this term span from simpler ones such as | + | |
- | how to present data in the best possible way, add spatial characteristics to existing data, | + | |
- | add multimedia data, improve text searching, etc. to more complex ideas such as filling | + | |
- | missing parts for the " | + | |
- | words has been done in the past using expert knowledge. Those experts have establish | + | |
- | certain rules/ | + | |
- | when talking in IT terminology. Furthermore, | + | |
- | the database with some likelihood. Associating probabilities with hypotheses introduces | + | |
- | another opportunity for research projects. | + | |
- | ---- | + | |
- | : | + | |
- | ---- | + | |
- | ====== Three-Dimensional Context from Linear Perspective for Video Surveillance Systems ====== | + | Michael Jenkin (jenkin@cse.yorku.ca) or Michal Organ (organ@yorku.ca) |
- | **Supervisor**: | + | \\ |
+ | ====== DDoS Attack using Google-bots ====== | ||
- | **Requirements**: Good facility with applied mathematics | + | **Supervisor**: Ntalija Vlajic |
- | __Description__ | + | **Recommended Background**: |
- | To provide visual surveillance over a large environment, many surveillance cameras are typically deployed at widely dispersed locations. | + | Not long ago, botnets - networks |
+ | the most effective (if not the only) means of conducting Distributed Denial | ||
+ | of Service (DDoS) attacks. However, with the growing popularity and prevalence | ||
+ | of application-layer over other types of DDoS attacks, | ||
+ | landscape is becoming increasingly more diverse. An especially interesting | ||
+ | new trend is the execution of application-layer DDoS attacks by means of | ||
+ | skillfully manipulated Web-crawlers, | ||
+ | The goal of this project is to design, implement and test a real-world | ||
+ | framework consisting | ||
+ | domain specially designed to attract Google-bots | ||
+ | into generating attack | ||
+ | victim' | ||
+ | component, the project will also look into the statistical/ | ||
+ | estimation of the framework' | ||
+ | to an actual (real-world) target/ | ||
- | This problem can be addressed by automatically pre-mapping two-dimensional surveillance video data into three-dimensional coordinates. | ||
- | Mapping surveillance video to three-dimensional coordinates requires construction of a virtual model of the three-dimensional scene. | ||
- | This project will investigate a monocular method for inferring three-dimensional context for video surveillance. | ||
- | Although the Manhattan world assumption provides powerful constraints, | + | \\ |
+ | ====== Attentive Sensing for Better Two-Way Communication | ||
- | The student will work closely with graduate students and postdoctoral fellows at York University, as well as researchers at other institutions involved in the project. | + | **Supervisor**: |
- | For more information on the laboratory: [[http:// | + | **Required Background**: General CSE408x prerequisites, |
+ | good math skills, knowledge of C and MATLAB programming languages | ||
- | ---- | + | One of the challenges in remote learning is to allow students to communicate effectively with the lecturer. |
- | : | + | |
- | ---- | + | The goal of this project is to apply attentive sensing technology (www.elderlab.yorku.ca) to this problem. |
+ | |||
+ | In particular, working with a senior graduate student or postdoctoral fellow, the successful applicant will: | ||
+ | |||
+ | | ||
+ | - Implement algorithms for detecting hand-raises based upon this investigation | ||
+ | | ||
- | ====== Estimating Pedestrian and Vehicle Flows from Surveillance Video ====== | ||
- | **Supervisor**: | + | ====== Attentive Sensing for Sport Video Recording Markets ====== |
- | **Requirements**: Good facility with applied mathematics | + | **Supervisor**: James Elder |
- | __Description__ | + | **Required Background**: |
- | Facilities planning at both city (e.g., Toronto) and institutional (e.g., York University) scales requires accurate data on the flow of people and vehicles throughout the environment. | ||
- | |||
- | The density of permanent urban video surveillance camera installations has increased dramatically over the last several years. | ||
- | |||
- | This project will explore the use of computer vision algorithms for the automatic estimation of pedestrian and vehicle flows from video surveillance data. The ultimate goal is to provide planners with accurate, continuous, up-to-date information on facility usage to help guide planning. | ||
- | |||
- | The student will work closely with graduate students and postdoctoral fellows at York University, as well as researchers at other institutions involved in the project. | ||
- | |||
- | For more information on the laboratory: [[http:// | ||
- | ---- | + | The goal of this project |
- | : | + | |
- | ---- | + | The general problem |
- | + | ||
- | ====== Tandem repeat detection using spectral methods ====== | + | The student will work with senior graduate students, postdoctoral fellows |
- | + | ||
- | **Supervisor**: | + | 1. |
- | + | 2. Evaluate current attentive algorithms on these datasets | |
- | **Required Background**: | + | 3. Modify these algorithms to improve performance on these datasets |
- | + | ||
- | **Recommended Background**: | + | ------------ |
- | + | ||
- | __Description__ | + | |
- | DNA sequences of organisms have many repeated substrings. These are called repeats in Biology, and include | + | |
- | + | ||
- | Finding tandem repeats | + | |
- | + | ||
- | The student will implement existing spectral algorithms based on Fourier Transforms and on an autoregressive model. He will then make changes suggested by the supervisor, and evaluate | + | |
- | + | ||
- | + | ||
- | + | ||
- | + | ||
- | ---- | + | |
- | : | + | |
- | ---- | + | |
- | + | ||
- | ====== Touch- and Gesture-based Text Entry With Automatic Error Correction ====== | + | |
- | + | ||
- | **Supervisor**: | + | |
- | + | ||
- | **Required Background**: | + | |
- | CSE3461 (or equivalent), | + | |
- | A student wishing to do this project must be well versed in Java, Eclipse, and developing java code for the Android operating system. | + | |
- | + | ||
- | + | ||
- | **Recommended Background**: | + | |
- | Possession of an Android touch-based phone or tablet would be an asset, but is not essential. | + | |
- | + | ||
- | __Description__ | + | |
- | This project involves extending a touch-based text entry method to include automatic error correction. | + | |
- | + | ||
- | + | ||
- | + | ||
- | ---- | + | |
- | : | + | |
- | ---- | + | |
- | ====== Early Breast Cancer Detection based on MRI’s. ====== | + | |
- | + | ||
- | **Supervisor**: | + | |
- | + | ||
- | **Required Background**: | + | |
- | **Recommended background**: Signal processing, i.e. CSE3451 | + | \\ |
+ | ====== Hunting for Bugs in Logging: applying JPF to log4j ====== | ||
- | Project Description: This research will develop advanced computer-aided, | + | **Supervisor:** Franck van Breugel |
- | processing techniques for early detection of breast cancer using the available | + | |
- | modalities. In particular, we propose to develop time reversal beamforming imager, | + | |
- | based on our earlier work in time reversal signal processing, for detecting early stage | + | |
- | breast cancer tumours from MRI data. | + | |
- | Our preliminary work has illustrated the type of | + | |
- | results that are possible for breast cancer detection by applying time reversal signal | + | |
- | processing on MRI breast data. In this research, we propose to extend these results to | + | |
- | provide a quantitative understanding of the practical gains provided by time reversal | + | |
- | in MRI based breast cancer detection and its limitations. This will be accomplished | + | |
- | a local hospital, and running our algorithms on these datasets. The first step is | + | |
- | important to check the validity of our algorithms. The next step is to compare the | + | |
- | estimated locations of the tumours (as derived with our algorithms) to their precise | + | |
- | locations as identified by the pathologists. The second step will quantify the accuracy | + | |
- | of our estimation algorithms. | + | |
- | ---- | + | Description: |
- | : | + | Java PathFinder (JPF) is a tool that can detect bugs in Java code. |
- | ---- | + | The Java library Apache log4j allows developers to control which log |
- | ====== Developing Fast Speech Recognition Engine using GPU ====== | + | statements are output. |
+ | to detect bugs in log4j by means of JPF with very limited succes. | ||
- | **Supervisor**: | + | Recently, in collaboration with Shafiei (NASA) we have developed |
+ | an extension of JPF called jpf-nhandler. | ||
+ | is to apply this extension to log4j. | ||
- | **Required Background**: | + | [1] David A. Dickey, B. Sinem Dorter, J. Michael German, Benjamin D. Madore, Mark W. Piper, Gabriel L. Zenarosa. " |
- | General prerequisites | + | |
+ | **Required Background: | ||
+ | \\ | ||
+ | ------------ | ||
+ | \\ | ||
- | __Description__ | ||
- | Recently, Graphics Processing Units (GPU' | + | ====== Immersive Virtual Reality Kitchen Planner ====== |
- | During the recent years, there is an increasing demand in the job market for programmers who can use GPU's for general purpose computing tasks. This project will serve as a perfect vehicle for you to learn such a cutting-edge programming skill. | + | **Supervisor: |
- | References | + | **Required Background: |
- | [1] Kisun You, Jike Chong, Youngmin Yi, Gonina, E., Hughes, C.J., Yen-Kuang Chen, Wonyong Sung, Keutzer, K., " | + | This project implements a kitchen planner application for an immersive virtual reality system. The implementation will be based on Unity 4. |
+ | \\ | ||
+ | ------------ | ||
+ | \\ | ||
+ | ======3D Interaction in Immersive Virtual Reality====== | ||
- | [2] Jike Chong, Ekaterina Gonina, Youngmin Yi, Kurt Keutzer, "A Fully Data Parallel WFST-based Large Vocabulary Continuous Speech Recognition on a Graphics Processing Unit," Proc. of Interspeech 2009, Brigton, UK, 2009. | + | **Supervisor:** Wolfgang Stuerzlinger |
- | ---- | + | |
- | : | + | |
- | ---- | + | |
- | ====== Solving Polynomials ====== | + | |
- | **Supervisor**: Mike McNamee | + | **Required Background:** General 408X prerequisites, |
- | **Required Background**: | + | This project implements |
- | General prerequisites plus course in Numerical Methods, | + | \\ |
+ | ------------ | ||
+ | \\ | ||
- | __Description__ | + | ====== Mining Software Repositories Data====== |
- | In this project you will compare several efficient methods for solving polynomials. | + | **Supervisor:** Zhen Ming (Jack) Jiang (zmjiang at cse dot yorku dot ca) |
- | ---- | + | |
- | : | + | |
- | ---- | + | |
- | ====== MF7114 Assembler ====== | + | |
- | **Supervisor**: Zbigniew Stachniak | + | **Required Background:** Good programming skills in Java; Good analytical and communication skills; Knowledge in AI and statistics; Interested in large scale software analysis |
- | **Required Background**: | + | **Short Description: |
- | Some knowledge | + | |
- | __Description__ | + | \\ |
+ | ------------------ | ||
+ | \\ | ||
- | Every microprocessor is supported by a variety of software tools, such as assemblers, disassemblers, | + | ======Reliably tracking horizontal eye movements====== |
- | Background Information: The MF7114 CPU was the first microprocessor designed and | + | **Supervisor:** Wolfgang Stuerzlinger |
- | manufactured in Canada (by Microsystems International Ltd, or MIL) and one of the earliest microprocessors ever produced. The microprocessor was used, among other applications as the CPU of the CPS-1 microcomputer. Although none of the CPS/1 computers (nor MF7114 software) have survived, technical information about the microprocessor and the CPS-1 has been preserved. This makes the design and | + | |
- | implementation of an assembler possible. More information on | + | |
- | http://www.cse.yorku.ca/ | + | **Required Background:** General 408X prerequisites, |
- | ---- | + | **Description:** The Intel Perceptual Computing SDK includes support for head tracking and facial analysis. The project will use the Creative Interactive Gesture Camera, a depth camera designed to work with the SDK. Based on these technologies, |
- | : | + | |
- | ---- | + | |
- | ====== MF7114 Debugger ====== | + | |
- | **Supervisor**: | + | \\ |
+ | ------------------ | ||
+ | \\ | ||
- | **Required Background**: | + | ======Model-based Design |
- | Some knowledge of microprocessor architecture | + | |
- | __Description__ | + | **Supervisor: |
- | Every microprocessor is supported by a variety of software tools, such as assemblers,disassemblers, and debuggers to allow the development and testing of application programs destined for that microprocessor. The purpose of an MF7114 debugger is to debug programs written | + | **Required Background: |
+ | such as Arduino. | ||
- | Background Information: The MF7114 CPU was the first microprocessor designed and | + | **Project Description:** |
- | manufactured in Canada (by Microsystems International Ltd, or MIL) and one of the earliest microprocessors ever produced. The microprocessor was used, among other applications as the CPU of the CPS-1 microcomputer. Although none of the CPS/1 computers (nor MF7114 software) have survived, technical information about the microprocessor and the CPS-1 has been preserved. This makes the design and | + | |
- | implementation of a debugger possible. More information on | + | |
- | http://www.cse.yorku.ca/ | + | Model-based design with code generation tools can be used for simulation, rapid prototyping, |
- | ---- | + | \\ |
- | : | + | ------------------ |
- | ---- | + | \\ |
- | ======Web Crawlers Behaving Like Humans: Are We There Yet!? ====== | + | ======C2000 Concerto Microcontrollers====== |
- | **Supervisor**: Natalija Vlajic | + | **Supervisor:** Jia Xu |
- | **Required Background**: General prerequisites | + | **Required Background:** At least a B+ in Embedded Systems (CSE3215), |
+ | strong C programming skills, solid knowledge of microcontrollers | ||
+ | **Description: | ||
+ | two cores on a single-chip with on-chip low latency interprocessor communication between the two cores: a C28x 32-bit control core for | ||
+ | real-time control with faster/more loops and small sampling window; | ||
+ | and an ARM 32-bit Cortex-M3 host core for communications and general purpose. The selected student will evaluate the capabilities of the | ||
+ | C2000 Concerto family of microcontrollers through testing and investigating open source software for real-time control applications | ||
+ | that runs on C2000 Concerto Microcontrollers. | ||
- | __Description__ | + | \\ |
+ | ------------------ | ||
+ | \\ | ||
+ | ======Real-Time Bidding Platform====== | ||
- | Distributed Denial of Service (DDoS) attacks are recognized as one | + | **Supervisor:** Jia Xu |
- | of the most serious threats to today' | + | |
- | simplicity of their execution and their ability to severely degrade | + | |
- | the quality at which Web-based services are offered to the end users. | + | |
- | An especially challenging form of DDoS attacks are the so-called | + | |
- | Application-Layer DDoS attacks. Namely: | + | |
- | 1) In Application-Layer DDoS attacks, the attackers utilize a flood | + | |
- | of legitimate-looking Layer-7 network sessions (i.e., sessions that | + | |
- | are generally hard to detect and/or filter out by a firewall or an | + | |
- | IDS system); | + | |
- | 2) Increasingly, | + | |
- | cleverly programmed crawler that executes a semi-random walk over the | + | |
- | web site links, thereby attempting to appear as a legitimate human | + | |
- | visitor. | + | |
- | The goal of this project is to investigate the state of the art in | + | **Required Background: |
- | malicious web crawler design. In particular, the project will look | + | (CSE3221), strong Ubuntu/ |
- | into the challenges of designing a smart-DDoS-crawler from the | + | |
- | attacker point of view - one of these challenges being the estimation | + | |
- | of web-page popularity assuming no a priori access to the web-logs | + | |
- | of the victim web-site. | + | |
- | ---- | + | |
- | : | + | |
- | ---- | + | |
- | ====== GFI Sandbox | + | |
- | **Supervisor**: Natalija Vlajic | + | **Description: |
- | **Required Background**: | + | \\ |
+ | ------------------ | ||
+ | \\ | ||
+ | ======Circuit and Board Design for a Pulsed Ground Penetrating Radar====== | ||
- | __Description__ | + | **Supervisor: |
- | GFI Sandbox is a sophisticated industry-leading tool for quick and | + | **Description: |
- | safe analysis | + | |
- | 1) familiarize yourself with the operation of GFI Sandbox; | + | |
- | 2) using readily available GFI Sandbox Feeds (i.e., ThreatTrack Feeds), | + | |
- | build a database | + | |
- | DDoS-attacks | + | |
- | 3) examine the behaviour | + | |
- | 4) propose | + | |
- | security tools - for longer term (beyond immediate execution) | + | |
- | of the collected malware. | + | |
+ | **Required Background** A background in undergraduate-level electronics is very important. | ||
- | ---- | + | \\ |
- | : | + | ------------------ |
- | ---- | + | \\ |
+ | More project proposals may be added here in the first week of the winter term. | ||
+ | \\ | ||
+ | ------------------ | ||
+ | \\ | ||
+ | \\ |
projects.txt · Last modified: 2016/01/13 20:05 by stevenc