CS543/ECE549 Past Project Topics
Spring 2017
- Image to Image Translation using cGANs
- Improving outlier detection for feature matching
- Inferring button press sequences from video game videos
- CNN with Cancer CT scans to determine if lesions are cancerous
- Line Art and Color from images
- Dense Depth Maps via Human-in-the-Loop Annotations
- Tool tracking in robotic surgery
- Ground plane segmentation for material identification
- Artistic Style Transfer
- Generative Modeling: GAN and DRAW
- State of the art object detector evaluation
- Image super-resolution
- Hand tracking and gesture recognition
- Neural Style Transfer
- Fan calculator: A scoring system for Mahjong
- Neural Algorithm of Artistic Style
- Tweaks to AI driving, Chatbots and Neural Style Transfer
- Vehicle Logo Recognition: Mercedes vs Audi
- Moving Objects Tracking in SLAM
- Fooling CNNs for Image Classification with Adversarial Examples
- Face detection using Viola Jones algorithm
- Restoring Ancient Chinese Calligraphy Artworks using Computer Vision
- Image Recognition and Object Tracking
- Billiard detection and prediction
- Human Face Reconstruction
- Single image super-resolution
- Sea Lion Population Count
- 3D Face Reconstruction
- Gender classification
- Transfer Learning Based Food Recognition
- Lane Line and Road Sign Detection in Embedded System
- Playing cards recognition
- Image Captioning Based on Neural Network Approaches
- Indoor Localization Using Smartphone Images and WiFi APs
- Object Detection and Tracking in Grand Theft Auto V
- License Plate Detection
- NOAA - Stellar Sea Lion Population Count
- Cat Gender Recognition
- Automated I Spy
- Solderless Breadboard Debugger
- Pedestrian Recognition and Tracking
- Gender Classification
- Constructing Locally Dense Point Clouds
- Haar-based cascade classifier for face detection on embedded GPU platform
- Image generation from text descriptions using GANs
- Object tracking and inferring real world coordinates in basketball
- Vision-based human action recognition
Spring 2016
- Trajectory tracking and obstacle avoidance of a Quad-Rotor
- Monocular SLAM system
- Accurate positioning method for an Unmanned Aerial System
- Detecting Brain Tumor from multi-modal MRI using Convolutional Neural Networks
- OCR of comic books
- Printed Music Sheet Recognition
- An Implementation and Analysis of Picture-to-Identity Linking
- Identifying Game State via Images
- Identifying Cars by their Logo
- Composing Music Using Recursive Neural Network
- Real-Time Stereo Matching with Target Painting and GPU Acceleration
- Sympathetic Nervous Activation Estimation from Video Magnification
- Online visual-inertial odometry algorithm
- Dice reader
- Object detection with deep learning
- Virtual puppetry system
- Recognition and Volume Estimation of Food Intake using a Mobile Device
- Tracking trucks in videos (Caterpillar)
- Butterflies Species Detection Using Neural Network
- Fast R-CNN for object detection and action classification applied to excavators and dumptrucks
- Tagging of restaurant photos
- 3D reconstruction in Minecraft for real world
- Identifying Pedestrian Traffic and Behavior Patterns
- Image captioning
- License plate recognition
- Multimodal Deep Learning for Robust RGB-D Object Recognition
- Markerless Mobile Augmented Reality
- Extracting Vanishing Points across Multiple Views
- Vision-based structural health monitoring
- Non-rigid Face Tracking and Emotion Recognition
- Accelerated Trajectory detection for Real Time Video Processing
- Segmentation of cells in electron microscope images
- Real-time interactive Augmented Reality Chess Game Application
- Hold and volume identification in indoor climbing images
- Product price estimation from images
- Building occupancy tracking from video
- Vision Based 3-D Shape Reconstruction of Flexible Manipulators from Multiple Images
- Distributed Object Detection in Large Images
- Computer Vision Based Navigation of UAV to a Known Landing Zone
- Recognizing handwritten mathematical expressions
- Off-line recognition system for mathematical expressions
- Image Restoration and Low-level Vision via Sparse Coding and Deep Learning
- Count vehicles and to estimate the speeds of the detected vehicles from traffic surveillance camera videos in real time
- Facial recognition security system
- Machine Detection, Identification and Tracking (Caterpillar)
- Video Hyperlapse
- Deep Generative Model with partial input
- Truck tracking (Caterpillar)
- Car model classification, verification, and attribute prediction
- Real Time Tracking for Augmented Reality using OpenCV and Unreal Engine 4
Spring 2015
- Audio Editing: A Computer Vision Approach
- Reconstruct a time lapse of an arbitrary view point from point clouds generated from different time
- Semi-Automated Vertebrae Recognition in Flouroscopic Images
- Dice detection
- Determine safe landing zones
- View intepolation
- Integrating Augmented Reality and a SSVEP based Brain Computer Interface for Covert Face Recognition
- Spectral Clustering of Massive Image Dataset using Approximation Techniques
- ShopGuide
- Classifying different green infrastructure settings
- Simultaneous localization and mapping (SLAM)
- Using computer vision technology to detect drivers' alertness level
- RGBD object segmentation using object proposals
- Facial expression detection
- Human emotion statistics system using facial expression detection
- Object Discovery Using Density Based Clustering
- Efficient Reflection Separation from Videos
- Visual Font Recognition by Deep Networks
- Eye gaze tracking
- Image classification for Yelp
- Facial keypoints detection
- MCQer: The Automatic Grading Software
- Identify signs of diabetic retinopathy in eye images (Kaggle Competition)
- Landscape Time-lapse: day-to-day scene image stabilization
- Effect of shadow removal on object detection
- Straw Coverage Rate Recognition
- Recognizing art style
- Generating Sequences with Recurrent Neural Networks
- Optical Character Recognition
- Develop and use chromatags for localization
- Construction Equipment Pose Estimation via Convolutional Neural Networks
- GPU Speedups for Vision Algoritihms
- Monocular Depth Perception in Riverine Environments
- Multi-view object reconstruction
- Static Hand Gesture Recognition
Spring 2014
- Recognition and Localization of Traffic Signs in 3D Point Cloud Model
- Helping BAXTER robot see
- Measuring Room Dimensions using KinectFusion
- Real Time Augmented Reality Applications
- Video Google: Image Search in Videos
- Real Time Vanishing Point Estimation for Quadrotor Control in GPS-Denied Environments
- Motion Tracking and Optical Flow in a First-Person Shooter
- Classification of Galaxy Morphologies Using Support Vector Machines
- Computer Vision Based Real-time Storm Drain Detection
- An Effective Multi-View Synchronization Algorithm of a Moving Object
- Maze game level digitizer
- Optical music recognition
- Juggling coach
- Automated Identification of Mahjong Tiles
- Automatic sign and logo removal
- Deep Features for Image Retrieval and Clustering
- Visual Feedback by 3D Reconstruction of Elastic Rods for Robotic Manipulation Planning
- Dense 3D structure reconstruction of rowing boat
- Card tracker and scoring system for a card game
- Exploring Real-Time Face Detection in Portable Devices
- Crack detection on a Street Surface using a Cascade Object Detector
- Classifying images of green infrastructure
- Credit Card Reader with Auto crop and Transform
- Kinivacy: A Collection of Kinect Applications
- Eye gesture based interaction
- Thousand Aces: Identifying a Pinochle hand and making a corresponding bid
- Galaxy Classification with Deep Convolutional Neural Networks
- Integrating inertial-aided feature tracking and 3D reconstruction
- Extracting informative graphics from package designs
- Edge Detection Algorithm for Robot Guidance
- Structured Annotations for 2Dto3D Modeling
- Polysearch: Feature-based Image Search
- American Sign Language Detection Using Computer Vision and Supervised Learning Techniques
- Imaging of zebrafish
- Someone Like You: Similarity-based face search
- Hand gesture recognition
- Video Surveillance for Human Emotion Identification
- Body Rotation Detection
- Individual Tree Crown Delineation in High Spatial Resolution Multispectral Satellite Imagery
- Playing card recognition
Spring 2013
- Single-view metrology of rooms
- Identifying the gestures and motion of objects in video using a cell phone
- Face classification and biometrics
- Face detection with OpenCV
- Tumor segmentation in MRI volumes
- Font recognition
- Jigsaw puzzle solver
- Panorama stitching and face detection
- Carcassonne gameboard scorer
- Material classification for construction sites
- Activity analysis of construction video using RGBD images
- Thermal modeling of buildings
- Checking spacing of rebars in construction images
- Recognizing and solving sudoku puzzles
- Identifying playing cards
- Maze solving with a robot
- Motion stabilization of video sequences
- Image classification using Latent Dirichlet Allocation
- Interacting with virtual objects using a webcam
- Structure from motion from multiple viewpoints of a scene
- Recognition of hand gestures using Hidden Markov Models
- Hand detection and gesture recognition in video
- Obstacle avoidance for quadrotor
- Image quality prediction with saliency
- Matrix factorization
- Vehicle tracking and classification from a webcam
- Baseball trajectory extraction
- Smart video recorder
- Detection of workers on construction site
- Robust eye center detection for eye tracking
- BRDF estimation for computational relighting
- Tour into the picture
- Contour matching for 3D deformations
- PET system geometry calibration
- Augmented reality Android app
- Automatic creation of fake miniatures
- Blob detection on FPGA
Spring 2012
- Real-time object recognition in video games
- Multiple camera tracking with wide baseline homography
- Multi-view 3D object reconstruction
- Wild cat identification
- Background subtraction: comparison of three methods
- Taxi detection and tracking
- Classroom webcam control
- K-mer-based DNA sequence alignment using Inverse Document File approach
- Analysis of material composition
- Real-time segmentation of human data from Kinect
- Street sign recognition
- Control law and parameter recovery from video footage
- Aircraft localization and classification
- Detection of star patterns for space navigation
- Creation of 3D meshes using Kinect
- Automatic face tagging
- Object removal by retrieving background regions
- Segmenting out people in Kinect data
- Playing card recognition
- Depth upsampling using sparse dictionaries
- Monitoring and diagnostics of gas turbines
- Restoring motion-blurred images
- Power watershed segmentation
- Carcassonne gameboard scorer
- Image analysis of maize ear
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