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  • The Andrew & Erna Viterbi Faculty of Electrical and Computer Engineering
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    • – ERC 635537
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Projects

Description.

  • Bill Split Android Application

    In this project an Android application for bill splitting will be developed
  • A New Method for Texture Interpolation

    Image interpolation is a very important image processing tool, as it occurs in almost all digital photos at some stage, whether this be in Bayer demosaicing for colored images, or in photo enlargement
  • MAET – MAGNETO ACOUSTO ELECTRICAL TOMOGRAPHY

    Today, a variety of Tomography Modalities exists based on different physical aspects Each serves a purpose while having drawbacks
  • Saving Life Alarm System

    There are many types of solutions that can help to avoid forgetting kids in hot car but we chose to develop an alarm system based on image processing tools like face detection algorithm and image filtering.
  • Interface for multiple Kinect to PC

    An interface was developed for interfacing a Kinect cameras to a PC through Ethernet connection. This should solve the bottleneck of the USB connection which allows connecting max 2 Kinect cameras version 1 or one Kinect cameras version 2.
  • Recognition and characterization of Objects using Depth Camera

    Object Recognition based on RGB pictures is a widely practiced field. There have been many works regarding image processing, machine vision and image or object retrievals.
  • Augmented Reality Android Faculty Tour

    The main goal of this project was to develop an application for ANDROID which uses as a tour guide for new students during faculty tour based on Augmented reality.
  • Stabilization of Atmospheric Turbulence

    the refractive index of air affected by factors like temperature, air pressure, humidity, dust density and even CO2 density.
  • Electro-Impedance-Tomography (EIT)

    Electro-Impedance-Tomography, or EIT for short, deals with finding the impedance/admittance distributions of an object, based on weak currents being injected into the object via electrodes.
  • Tracking Faces using TLD Algorithm

    this project main goal was to develop a method for face tracking and to create database of faces using TLD (tracking, learning, detection) and openCV algorithms
  • Frequency Domain Motion Estimation

    Video Sampling involves high data transfer rate : very demanding on the data channel. After the sampling the video is compressed.
  • Seeing Through Water

    A photo of underwater scene taken above the water surface suffers from distortions which are created due to light refraction. The refraction occurs as a result of a change in transmission medium.
  • Video Tracking of Submerged Items

    Wavy Surface cause problems such as: Blurred image and Reflections of light from the water surface.
  • License Plate Recognition (LPR) in Low Resolution Images

    Tracking video is an efficient source for extract information in various of fields, for instance: crime solving, traffic monitoring, et cetera..
  • Android Application- EmilScan

    A Android application which help students to take photos during lectures and organize them in a pdf file format
  • Car unlock without key or remote control

    In recent years, the development of human-computer interaction (HCI) techniques is very fast and arises mainly from extensive work done at the computer vision fields
  • Automatic Traffic Regulation using Traffic-Light Mounted Cameras B

    The increasing number of cars (mainly inside cities) causes today's traffic lights systems to be less and less efficient.
  • Electrical Impedance Tomography (EIT)

    EIT is a imaging method based on measurement of voltages and currents on the surface of some object.
  • Removing Atmospheric Turbulence via Space-Invariant Deconvolution

    in this project we implemented simulation of turbulence and algorithm to remove this simulated turbulence. We examine the perfomence of the algorithm by real video input, turbulence simulation input and analysis of the 2 inputs
  • 3-D Reconstruction of Clouds From Multiple Images

    The ability to monitor the clouds layer that covers the Earth has a critical effect on weather forecasting.
  • Egomotion for GPS Enhancement

    The goal of this project is to estimate the location of vehicles inside a tunnel in the absence of GPS reception.
  • Real-Time License Plate Recognition Android Application – Recar

    Vehicle identification systems according to the License plates are heavily used. One of the challenges in this area is to create low cost systems based on standard equipment.
  • A Mobile Application for the Diagnosis of Facial Nerve Palsy

    Our Objective was to develop a mobile application for accurate diagnosis of FNP
  • Reducing the Frame-Rate of Depth Cameras by RGB-Based Depth Prediction

    Depth cameras are becoming widely used for facilitating fast and robust natural user interaction.
  • Automatic Traffic Regulation using Traffic-Light Mounted Cameras A

    This project deals with information gathering and statistics about the characteristics and behavior of vehicle movement through a traffic-light-controlled intersection
  • Human Fall Detection using Depth Camera

    Falls are the leading cause of injury and death among older adults . Many elderlies are living alone and in a case of falling has no ability to call for help.
  • Smart Glasses for the Blind: Traffic Light Recognition

    In this project, we developed and algorithm for recognition and identification of pedestrian traffic lights.
  • Naval Target Tracking with FLIR Camera

    This project is another stage in building a system for identifying and tracking targets in the marine environment.
  • PTAM on AR.Drone

    In our project we have implemented the PTAM (Parallel Tracking and Mapping) Algorithm on a commercial AR.Drone Quadcopter for the purposes of orientation and automatic navigation
    Categories: 3D and Depth | Autonomous Systems | Drones
  • Change Detection in Aerial Images

    Detection of artificial objects in aerial images of a mainly natural landscape is a relatively new domain of research.
  • Compressed Sensing of Natural Video Frames

    Our motivation in this project was to achieve sample image frames with a minimal number of analog measurements. Thus achieving: compression before A/D
  • Interactive Slideshow using Kinect

    The purpose of this project is to build an interactive tour in VISL that will be displayed in a public area (in the hallway of the laboratory or in open days, etc.).
  • Android Client-Server Application for Image Applications

    Today’s Smartphones are equipped with a broad range of sensors and network capabilities. In this project we want to make use of smartphones as a mobile camera.
  • Super Resolution for Android

    Taking a picture can be considered as sampling the photographed space in two dimensions. Low-resolution (large sampling intervals and blur)
  • Examinees Scan Application for Android

    In this project we developed state of the art application which takes a picture of the first page of an exam and recognize the examinee's ID number.
  • RAPID Video Tracking Algorithm

    RAPID (Real-time Attitude and Position Determination) is a real-time model-based tracking algorithm. By being such, we assume that the model is a known & a predefined 3D object.
  • Automatic Upright Adjustment of Photographs

    Urban scenes and structures often appear to be distorted in photos taken by casual photographers, as the scene layout often conflicts with how it is expected by human perception
  • Analysis of Table Tennis using Kinect

    Table Tennis is a popular game. This project suggests a way to analyze the match using Kinect camera. During the project an algorithm was developed which get an input video of the table tennis match, tracking the ball and the player, identifies the bounds of the table and classify every stroke if it is a Backhand ot Forehand stroke. In addition the algorithm recognizes the time of the ball impact...
  • Automatic Number Plate Recognition ANDROID APPLICATION

    The main goal of this project was to design a real time android application that recognizes cars in an entrance to a parking lot by their plate
  • Android Motion Detection

    In this project, We used an open source software, Particularly Open CV library, under software development kit (SDK) of a mobile operation system platform to develop a reliable application.
  • Touch free Typing

    Nowadays, there is a significant need in the interaction between man and electronic devices, especially computers, by gestures, without actually touch the screen.
  • ID Scanner Android Application

    Create a useful application to be used by teaching assistants for checking students' homework. How? Scan a hand written ID number and recognize it from a list of ID’s.
  • Projector Light Blinding Prevention

    The accelerated technological development of the last decades has resulted in widespread use of the projector in lectures at conferences, higher education institutions and schools (smart classrooms)
  • Classical and Advanced Methods of Image Sharpening and Edge Detecting

    In this project we will try to improve the resolution of “Printed Circuit Board” images that are used to detect flaws on the board.
  • Lane Detection with Night Vision Camera

    The evolution of the automobile industry is indispensably dependent on complementary means for vehicles safety.
  • Android Application: Class Summary from Whiteboard Images

    Whiteboard is an Android App designed for new generation students. It allows the student to take images of white board during class and convert them into a PDF file
    Tags: 2013
  • Blind Source Separation using Sparse Component Analysis

    Blind Source Separation (BSS) is a problem where signals (audio/images) are separated from given mixtures. The classical BSS problem is explained well using the "cocktail party scenario"
  • Lip Reading for Robot Interaction

    In our project we implemented algorithm which automatically recognizes facial expressions in real time out of video sample, in order to eventually connect to the robot face "ALGO"
  • Android Driver Assistant Application

    This project main goal is to develop real time distance estimation system, which meant to be used while driving. The system runs om smartphones with Android operating system.
  • Gaze DetectionFrom Single Image

    Currently, it seems that the trend that is set by the main mobile manufactures is to narrow the physical man-machine interface
  • Smartphone-Based Lane Detection Algorithm

    Lane Departure Warning Systems (LDWS) have recently become an integral part of drive assistance systems.
  • Virtual Computer Mouse

    PrimeSense sensors, also known as "Kinect" combine color and depth tracking techniques in one product. There is a whole field of applications that is developing from this technology
  • Natural Human Interface with Robot

    In recent years there has been improvement in robotics field, nevertheless, there is no practical solution for human-robot interface. Integration of robots in everyday life may help in many areas
  • LPR Identification in Difficult Light Conditions

    Nowadays automatic License Plate Recognition (LPR) takes important place in the smart traffic area. Most of such systems operates under certain preset light conditions
  • Distance estimation from vehicle with night vision camera

    In the field of intelligent transport systems, driver assistance systems are of major importance. These systems are designed to display to the driver relevant info from the surrounding environment.
  • Ultrasound Denoising Using Ricci Flow

    Medical Imaging is a basic building block of modern medicine used to diagnose risks, there are several medical imaging methods, however each type of imaging has its own unique problems.
  • Detecting Moving Watercrafts using MISR

    Researchers can benefit from information about watercraft movement throughout the world. One way of obtaining this information is via satellites images.
  • Using Android Smartphone for Super resolution

    This project main goal is to design and develop application for Android which executes a super resolution algorithm.
  • Leafs Identification Algorithm

    The issue of object recognition has always been a major issue in the field of computer vision. The following project deals with the problem in a simplified yet effective method.
  • Real-time Horizon Aligment for Panoramic Video on Unmanned Surface Vehicle

    This is the first part of a two-part project in which an algorithm system will be set up for detecting and tracking targets in the naval surveillance.
  • Virtual Touch Screen

    This project presents a software tool for slideshow presentation control. The Kinect camera was originally designed for the interactive game console – Xbox.
  • Automatic moving vehicle LPR algorithm

    Automated License Plate Recognition systems (ALPR), take an important role in modern traffic control systems , as well as for many security purposes.
  • Parallel Tracking and Mapping with Mobile Devices

    Tracking algorithms-Tracking an hand-held camera by estimating it’s pose in a small Workspace environment. There are two main approaches:
  • Gaze Detection

    The problem of gaze detection has received a huge amount of attention in the past decade. Wide variety of commercial products are already available in the market
    Categories: Type 1
    Tags: python | SVM
  • Detecting and Tracking Targets in the Naval Environment

    This is the second part of a two-part project in which an algorithm system had been set up for detecting and tracking targets in the naval surveillance.
  • 3D Segmentation & Curvature Profiling with Ricci Curvature

    Much research was done on the treatment of cancer. It is a fact that there are many more chances of recovery with early detection of malignant tumors.
  • Photometric Copy Paste

    This project deals with an interdisciplinary domain which includes image processing algorithms, linear programming problems. The project focuses on the “Photometric Copy Paste” algorithm
  • Seeing Through Fog and Haze

    When taking a picture of outside scenery, image degradation can be caused due to several reasons. One of these reasons is fog - a layer of clouds residing between the subject and the camera
  • Face Expression Recognition

    Facial Expressions are used as an one of the nonverbal communication. You can often learn about the feelings and mood of person through his facial expression.
  • Ultrasound Denoising using RICCI Flow

    In the medical imaging area, the analyzing process mostly based on the physician's experience and skill.
  • Pixeled Image Reconstruction

    Face blurring, in video sequences, is an available option to disguise the identity of the person seen in the film.
  • Visual Tracking of Multiple Faces with Single Camera

    Until recent years tracking using security cameras was mainly in movies, in this days the usage in security cameras for tracking became a reality.
  • Speech Recognition using Lip Reading

    The aim of this project is to develop algorithm for lip reading. Meaning, given silent video of speaking person, the algorithms output will be the spoken word (label).
  • Dancing Moves Reconstruction using Kinect Sensor

    PrimeSense sensors, also known as "Kinect" combine color and depth tracking techniques in one product. There is a whole field of applications that is developing from this technology
  • Content-Based Image Retrieval Using Depth Information

    This project uses depth information for content-based image retrieval. In this kind of problem, given a query image which introduces a particular scene, we search for other photos from a database
  • Entropy Based Image Segmentation

    Segmentation is an essential method and crucial process to accurately analyze medical images.
  • Obstacle Detection in Naval Environment Part 2

    Our purpose is to devise an algorithm for an Israeli Navy USV that will enable it to autonomously detect potential obstacles along its path.
  • Obstacle Detection in Naval Environment Part 1

    Our purpose is to devise an algorithm for an Israeli Navy USV that will enable it to autonomously detect potential obstacles along its path.
  • Recognitaion and Characterization of Sulci on Fetus Brain

    Up until now assessing the development of fetal brains has been done only by doctors looking at Ultrasound images
  • Feature-Based Image Extrapolation

    This project deals with image extrapolation. The aim of image extrapolation is to extend the image beyond its original domain in a way that is visually consistent with the original image.
  • Obstacle Avoiding of Unmanned Surface Vehicle

    The Israeli navy faces daily attempts of breaching Israel's teritorial waters. This project aims to develop an algorithm to be installed on cutting edge equipment that will identify targets
  • Video Dehazing Using a Dual Channel Camera

    Haze is light which is reflected from particles in the atmosphere, between the subject of the photo/video and the camera.
  • Visual Tracking with Multi-Camera Set-up

    This project answers the need of following the front of human figures, in an environment of multiple cameras.
  • Super Resolution Using The Ricci Flow

    Supper Resolution is the field of improving the resolution of pictures. There are different ways of doing so, some using additional information (such as multiple images)
  • Image Fusion for HDR Imaging from a Moving Camera

    High Dynamic Range Imaging is a set of techniques that allow a larger dynamic range of luminance between the lightest and darkest areas of an image.
  • License Plate Recognition (LPR) in Difficult Conditions

    License Plate Recognition systems (LPR), also called Automatic Number Plate Recognition systems (ANPR), take an important role in modern traffic control systems
  • Computerized Early Melanoma Detection

    The project is an implementation of a computerized system for early analysis of beauty spots in order to detect suspicious spots such systems which exist today
  • Eye Tracking And LOS Recognition Using Standard Webcam

    This project is concerned with finding subject's LOS (Line Of Sight) using real time analysis with standard home equipment and using it to control a common media player (WMP).
  • Children Detection Behind Vehicle

    In this project we examined some pedestrians detection and tracking tools in order to suit them for specific kind of pedestrians - kids.
  • Detecting Children Behind Cars

    An algorithm for detection of children behind cars to avoid accidents.
    Tags: ITS | MATLAB
  • Neurally Driven Evolutionary Autonomous Agents

    Neurally Driven Evolutionary Autonomous Agents

    In this project autonomous agents controlled by feed forward neural networks were trained using evolutionary algorithms to perform simple tasks such as navigation and foraging. The emphasis was on understanding the behavior of the evolved agents, and relating this behavior to the structure of the neural network.
  • Edge of Chaos in Biological Neural Networks

    Edge of Chaos in Biological Neural Networks

    We will analyze in this project the significance of the edge of chaos for real time computations in neural microcircuit models consisting of spiking neurons and dynamic synapses. We want to examine whether the edge of chaos predicts well those values of circuit parameters that yield maximal computational power.
  • Object Recognition and Classification in Biological Neural Networks

    Object Recognition and Classification in Biological Neural Networks

    This project researches object recognition and classification using neural networks. Different sets of pictures (such as airplanes, ships, faces etc) form a database. Using this database of pictures, we investigated how we can harness an LSM's computational power in order to obtain a system which can classify between the different sets. We also researched different patterns of scanning the database in order to improve the LSM's abilitie
  • Estimation of Distance from Vehicle in Front by Video from On-Board Camera

    One of the main fields in the area of ITS (Intelligent Transportation Systems) is driving assistance systems designed to give the driver as much information as possible about his environment.
  • Road Lane Detection

    This project deals with Road Lane Detection. Lane detection is a difficult problem because of the varying road conditions that one can encounter while driving.
  • Inhibitory Neurons` Diversity in Biological Neural Networks

    The control and activation system in any biological system is consisted from many neural cells (also named neurons).
  • Automatic Traffic Light for Pedestrians

    Every day, people cross roads, on their way to work, home or other places. Some crossroads are placed at dangerous sites where the driver can't see the crossroad from safe distance.
  • Road Recognition in Satellite Imagery

    Satellite imagery is a wide spreading tool both for military and civil purposes. Embedding an automated road recognition tool
  • Stocks Prices Prediction using Current Affairs

    In this project, we checked the possibility of predicting stock prices using current affair events, which is expressed by words’ commonness in internet blogs and forums.
  • Eyelid Marking Tool

    In this project, an application was built for marking eyelids in eye images from an IR video camera. The application shall be used in order to manually build a data base of marked eye lids.

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