CS543/ECE549 Past Project Topics

Fall 2022

1. Small Object Detection Using Super Resolution Approach
2. An end-to-end YOLOv5 detection and diagnosis system for breast cancer
3. GAN-based Image to Image Translation
4. Comprehensive Study on Monocular Vehicle Detection and Pose Estimation
5. Classical face deblurring CNN models comparison and optimization
6. Outfit Stylization and Cartoonization of People in Image Scenes
7. Reimplementation of an Algorithm of Robust Lane Detection and Tracking
8. Evaluation of the Robustness of Spatially-Adaptive Multilayer Selection for GAN Inversion and Editing
9. Generating Dog Images Using Denoising Diffusion Models
10. Reconstructing illumination and geometry for duplicated objects from few-view images
11. Recognition and Reconstruction of Urban Scenes
12. 3D Scene Reconstruction From 2D Images
13. Real-time Structure from Motion with QR Detection
14. Perception-Driven Human-Robot Chess Gameplay: Object Detection and 3D Pose Estimation for Autonomous Chess Piece Movement
15. Face Mask Detection with YOLO-v5 and Faster R-CNN
16. Feature Extraction from Nuclear Segmentation Maps for Breast Tumor Classification
17. A Smart Robust Invisible Cloak in Multi-Scenario
18. Auto-Scalor: Automatic Score Calculator for Board Games
19. Automated Lane Segmentation and Environment Tracking
20. Robust Visible Image Watermarking via Noisy Filtering
21. Reimplementation and Investigation of MultiGrain: A Unified Image Embedding for Classes and Instances
22. Extracting Pose from one Video and Reconstructing the Extracted Pose in another Video
23. Exploring Visual Odometry Method using Stereo Camera/KITTI Datasets
24. Real-world object recognition using privileged-information-based learning
25. Knowledge Distillation and Mask R-CNN
26. Efficient Video Semantic Segmentation with Only Information from the Compressed Bitstream
27. Heatmap Generation of Soccer Player based on Motion Object Tracking and Localization
28. Benchmarking the performance of ResNet, ViTs and efficient attentions
29. Radon Transform: Another way to view 2D Structure with low-dimensional projections
30. Explorations of Score Fusion Techniques for Visual Category Recognition
31. Transfer of Human Motion from Video to a Virtual Humanoid Robot
32. Lane Line Detection Dataset Expansion and nighttime lane line detection algorithm based on Cycle GAN
33. An Investigation of NeRF Inpainting
34. Human Re-Identification Based on Gait Recognition
35. Boosting Fairness in Clinical Imaging Datasets via Generative Data Augmentation
36. Comparison of Visual Question Answering systems
37. Hand Tracking and Gesture Recognition for Automated VFX
38. Facial Keypoints Detection using Deep Learning
39. Kaggle Image Matching - Landmark Matching
40. Sim-to-Real Vision-Based RL on Autonomous Vehicle
41. Facial Expression Detection based on Different ImageNet
42. Vehicle Speed Estimation using Single View Computer Vision
43. KyoNeko: Vision-based Event Recognition of Household
44. Novel Operators for Extracting Outlines of Buildings
45. Image Segmentation and Object Detection for Chess Player Evaluation in a Live/Recorded game
46. Text-based Web Captcha Cracker with Computer Vision
47. Real-Time Partial Face Rendering/Reconstruction for Teleoperation
48. Environment Mapping of Farmland Using Satellite Imagery
49. Inpainting using Intermediate Layer Optimization in Generative Models
50. Robustness of CheXNet Against Adversarial Attacks
51. A Comparative Study on Metric Learning Techniques for Computer Vision
52. Comparing and Improving Image classification using SIFT in SVMs and Convolutional Nets
53. Recognizing Birds from Sound with Few–shot Learning
54. Audio-guided Album Cover Art Generation
55. Single-View Neural Geometric Level of Detail: Monocular 3D Reconstruction with Implicit Shapes
56. Hand Recognition Exploration Using Deep Learning Methods for Computer Vision
57. Tracking Objects as Points
58. An Analysis and Comparison of FaceRecognition Techniques
59. A Study of Automated Tumor Grading in Brain Cancer
60. Violence detection with vision transformers
61. An interface for generating, inverting, and editing card art with StyleGAN3
62. Few-Shot Novel View Synthesis with Depth Supervision and Implicit Neural Representation
63. Unsupervised Anomaly Detection using FastFlow
64. Classifying Cloud Structures from Satellites
65. Autopilot Driving - Traffic Sign Detection
66. Reproducing Facial Feature Detection Using Geometrical Face Model: an Efficient Approach
67. A Study of Inpainting with LaMa
68. Is Unitary Scalarization still a Good Choice in Multi-Task Learning in Computer Vision?
69. Image Super-Resolution with Deep Laplacian Pyramid Networks
70. Exploring Different Spatiotemporal Models for Automatic Piano Transcription
71. Diagnosis of COVID-19 Using Deep Learning on Chest X-Ray Scans
72. Kaggle: Real-Time Facial Expression Recognition
73. Image matching challenge: Local Features and Beyond
74. Exploration of Super-Resolution with SRCNN
75. Stepwise Goal-Driven Trajectory Prediction
76. DreamDance: Personalized Text-to-video Generation by Combining Text-to-Image Synthesis and Motion Transfer
77. Investigation of Style Mixing Methods on Multi-Domain Image-to-Image Translation
78. Robust and Efficient Detector for Traffic Lights
79. Carvana Dataset: Detection of Foreground Objects and General Segmentation Analysis
80. A Comparative Study of Recent NeRF Models
81. Comparison of Different Image Matching Approaches
82. Landscape-GAN: Transforming the Landscape to Another with Generative Adversarial Network
83. Exploring Transfer Learning in Face Mask Detection

Fall 2021

1. Optical Character Recognition (OCR) from Images Enhanced with Super Resolution
2. Predicting NFL player helmet impact from video and GPS data
3. Object Detection in Complex Scenes using Lightweight DNNs
4. Physics-based Learning of Parameterized Thermodynamics from Real-time Thermography
5. FaceTime at a Cocktail Party: Towards High-quality Robust Audio-Visual Speech Extraction with Incremental Speaker Embedding
6. Explainable deep learning-based classification on small-sized dataset
7. Progressive Face Aging with Generative Adversarial Network
8. Equivariant Point Set Analysis via Learning Orientations for Message Passing
9. Trajectory Prediction of Heterogeneous Agents in Structured Scenes
10. YOLOv5 For Simultaneous Classification and Detection on Difficult Datasets
11. Segmentation of Face Attributes
12. Novel Class Discovery Improves Few-Shot Detection
13. Using Various Data Augmentations and Ensemble Techniques to Classify Faces Aging Images
14. Offline Document detection and hand drawn Flowchart recognition with Faster R-CNN
15. Kinship identification for pairs of faces
16. Depth denoising in embodied AI
17. Face Segmentation Models and Portrait Generation
18. RF-GAN: GAN for Spoofing RF Heatmaps
19. An examination of Faster R-CNN on the Object Detection Task in Regular and Hazy Environments
20. Transfer Learning with segmentation using GAN in medical imaging
21. Deep Visual Odometry Using Recurrent Convolutional Neural Network
22. Noisy Policies for Visual Embodied Navigation
23. Improving Neural Radiance Field with Integrated Positional Encoding
24. Two-Stage Oriented Object Detectors
25. Real time facial mask detection
26. Visual Relation Modeling: Describing Relations between Images
27. Lane Detection Based on Traditional & CNN Methods
28. Multimodal Fine-tuning for Image Caption Retrieval
29. Segment and label helmets in video footage
30. Data Augmentation using GANs for Improving Brain Tumor Segmentation
31. Optimization for Real-ESRGAN to Deal with Human Faces
32. Horse to zebra translation
33. Image copy detection using task-specific learnt image descriptors
34. Motion Magnification with Eulerian and Learning-Based Methods
35. Reimplementation of "Generating Classification Weights with GNN Denoising Autoencoders for Few-shot Learning"
36. A General Approach: Object Detection with Region Proposals and Classification
37. Human protein classification with transformers
38. Hand-Drawn Graph Recognition
39. A Comparison between U-Net based Lane Detection and Traditional Computer Vision based Lane Detection Method
40. Estimating Water Absorption in Cement Pastes
41. Classical and Neural Models for Multi-Frame Super-Resolution
42. Unpaired image-to-image translation
43. Manga style transfer
44. Adversarial Frame Interpolation to Resolve Turbulent Flame Structures
45. 3D Human Motion Prediction Using Transformer-based Models
46. RANSAC-Flow: generic two-stage image alignment
47. DA-DAE: Learning Good Image Embedding for Visual Agents via Data Augmented Denoised Autoencoder
48. Examining and Refining Novel Implementations for Image Reconstruction
49. Grading of Diabetic Retinopathy Severity Level
50. Image captioning with attention in English and Chinese
51. SIBAL: SNS Image Bias and Like Estimator
52. Camera supervisor for Ring Fit Adventure
53. Multimodal Recognition of City and Agroecosystem from Hyperspectral and Lidar Data: An Attention-Based Fusion Approach
54. Object Detection and Segmentation on the COCO Dataset
55. Smaller Vision Transformers for Performance on Datasets Small in Resolution and Size
56. Interpreting Difference between Performance of Convolutional Neural Network on Classifying Bird Images
57. Vehicle Tracking and Speed Estimation with YOLOv5 and DeepSORT
58. Reproducing C2N: Practical Generative Noise Modeling for Real-World Denoising

Spring 2021

1. Nuclei Instance Segmentation across Microscopy Imaging Experiments
2. 2D Player tracking in ultimate Frisbee
3. Segmentation and Classification of Brain Tumour from 3D Brain MRI
4. Finding a way: Using UNet and Filtering to Find Routes Through Mazes and Campus
5. Image and video resizing using seam carving
6. Star detection with Deep CNNs
7. Pulmonary Nodules Classification for Lung Cancer
8. Weakly supervised learning for cancer diagnosis based on stain free multiphoton histopathology
9. 3D aware Image composition with Poisson Blending
10. Meta Learning for Continual Image Classification
11. Generating Photo-Realistic Super Resolution Images with Generative Adversarial Networks
12. Accuracy of Instance Aware Image Colorization vs Traditional Methods
13. RPN for Faster RCNN on Multiple Models
14. Using a GAN for data augmentation of chest X-Ray Images for detection and classification of COVID-19 virus in patients
15. Improving Neural Art Style Transfer
16. Optical Character Recognition for Traditional Chinese Handwriting
17. PyTorchST: A library for neural style transfer
18. HAODE-Net: Object detection in hazy environments
19. Pedestrian Detection using Faster RCNN
20. Image Style Migration
21. Blob based object tracking
22. Variation of Adabins on loss function, optimization and resolution
23. Exploration of different methods of adversarial example attacks on deep neuron network and test their performance
24. Implementing Efficient Deep Residual Network for Image De-noising
25. 3D MRI brain tumor segmentation
26. Implementation of YOLO Object Detector
27. Self-supervised joint learning
28. LiDAR-Tron: A Detectron2 immplementation for detecting cars using LiDAR point clouds.
29. Towards efficient human robot collaboration using vision-based human motion predictions
30. A Study of State-of-the-art Facial Expression Recognition Methods on Face Expression Recognition Dataset
31. Evaluating the performance of SwaV on Chest Data
32. Comparing semi-supervised learning methods for chest x-ray diagnosis
33. Instance aware video colorization
34. Image Translation from Photographed Images to Quick, Draw! Images
35. Unsupervised deep clustering for skeleton based action recognition with Graph Neural Networks
36. Optical Flow Based Moving Object Detection and Tracking
37. Different approaches to face mask detection
38. ResNet and DenseNet: Insights into Performance and Model Interpretability
39. Multiple local cue based contour detection and how to break it with texture transfer
40. Photo editing suite with focus on object removal and in-painting
41. Visual Odometry using Stereo Vision
42. Object detection from dynamic vision
43. NeRF: Neural Radiance Fields for View Synthesis
44. Learning based relative pose estimation for visual servoing of a soft robot
45. RF-Turk: Scaling up dense image annotation in real world experiments with Inexpensive Robots and RFIDs
46. Estimating the pose of small symmetric and reflective objects using only RGB Data
47. Data augmentation using generative adversarial networks for segmenting OCT cornea images
48. Faster RCNN Object Detection on Cars
49. No-ball, Free Hit: Classifying Images and Comparing Accuracy for the Front Foot No-ball
50. Cross-view localization using Monocular camera
51. Amodal Video Instance Segmentation
52. Super Resolution by Generative Adversarial Networks

Spring 2020

1. An Evaluation of Generating Segmentation Masks for Autonomous Vehicle Application via Style Transfer Framework with Weakened Supervision
2. Fashion Item Detection, Localization and Retrieval
3. Human head tracking with MobileNet-SSD model in real-time video
4. Analysis of Multi-frame Super Resolution Methods
5. Video Object Tracking
6. Find your lookalike
7. Deep learning based Deraining Approach Comparison and Analysis
8. Proximity Sensing using Monocular Camera
9. Survey on Different Gaze Estimation Methods
10. Shallow Water Specularity Filtering in Static and Dynamic Environments with Camera Motion
11. Real-time Action Recognition in Livestock Surveillance feeds
12. Dog Breeds Classification
13. Automated Deception Detection in Videos
14. Image Super-Resolution Based on Deep Learning Algorithms
15. Visual Question Answering
16. Automatic PCB Grader Project
17. Bengali.AI Handwritten Grapheme Classification
18. Monocular Depth Estimation on Autonomous Driving
19. Agricultural Image Segmentation
20. Fast Traffic Sign Detection and Recognition
21. Lane and Stop Sign Detection for Autonomous Vehicles
22. Comparison of Image Captioning With and Without Context Information
23. Detecting Artifacts in DEM Images for Data Visualization
24. YOLOv4 for Object Detection
25. Are deep image super-resolution techniques robust to task-based evaluation in medical imaging?
26. Imaging surface topography of pavements using photometric stereo
27. Real Time YOLO Object Detection and Semantic Segmentation
28. Neural Factorizations
29. Online Super-Resolution using Deep Internal Learning
30. Data Augmentation with SinGAN
31. One-Shot Video Object Segmentation
32. Universal Yolov3-SPP with GIoU Loss for Autonomous Driving Object Detection under Sunny and Foggy Weather
33. Exploring Facial Recognition on iPhone with CoreML
34. Sub-Pixel level Motion Tracking under Rain Weather Conditions
35. Improving Neural Point-based Graphics
36. FSM Objects From Images
37. Attention-based Joint Detection of Object and Semantic Part
38. 6D Pose Estimation
39. Facial similarity recognition with Siamese Neural Network
40. Wasserstein Style Transfer
41. COCO Dataset: Object Detection and Segmentation Analysis
42. Obstructive Artifacts Removal using Single-shot Images
43. High Resolution Millimeter-Wave Vision For Self-Driving Cars: Extending to Multiple Cars
44. Neural Style Transfer with Texture Networks
45. Interpreting and quantifying deep representations
46. Fetal Head Segmentation Using Ultrasound Images
47. Re-unprocessing Images for Optimal CNN Denoising Performance
48. GAN Controls from Its Latent Space
49. 3D Object Detection and Mesh Generation
50. Image-to-Image Translation Based on Wasserstein GAN

Spring 2019

1. Generation of Semantic UI using Screenshot of an App
2. Maximization of Mutual Information for Multimodal Image Registration
3. Multi-Agent Diverse Multi-Video Summarization
4. Cycle GAN implementation
5. Reconstruct 3D model of a stadium
6. Predict 3D object scene flow from binocular stereo
7. Image Segmentation to Improve CycleGAN
8. Classification on CIFAR-10 like dataset
9. Photometric Stereo via Computer Screen Lighting for Real-time Surface Reconstruction
10. OCR for Poker
11. Changing Lighting/Shading for detecting forgeries
12. Fashion Style Recognition
13. Nondestructive Characterization Of Surface Cracks In Photovoltaic Silicon Wafers
14. Diving into the Optical Flow
15. Image Segmentation with FCN and DeepLab
16. Making Spatio-Temporal Convolutional Neural Networks Scalable and Accurate
17. DeepFashion Recognition
18. Deepfake Faceswap
19. Human Activity Detection
20. Airbus Ship Detection Challenge
21. Deep Learning Based Chinese CAPTCHA Cracking
22. Face Detection and Emotion Identification
23. Fuzzy logic for emotion recognition of facial expressions
24. Comparison of different image matching methods
25. Video Magnification and Audio Extraction from Visual Information
26. Histopathologic Cancer Detection
27. Detect defects in bridges using 3D point clouds and reconstruct
28. Record Recognition App
29. Workers Tracking in Reconstruction Environment
30. Generation of faces of same person at different ages
31. Manga Colorization
32. Image Captioning
33. Face Aging using Generative Adversarial Networks
34. Generative Adversarial Networks for Balancing Biased Datasets
35. Multiple Object Recognition
36. Face and Keypoint Detection
37. Dehazing Images Using Polarization
38. Emotion Detection and Recognition
39. Dog Breed Classification
40. Face Swapping
41. License Plate Recognition Systems
42. Neural Style Transfer
43. Image Inpainting using GANs
44. Equivalent Source Reconstructionin RF Desense
45. Interactive Photo Montage
46. Image Inpainting
47. DeepFashion image ranking
48. Rate-control for Real-time Object Tracking
49. 3D Character Animation from a Single Photo
50. Deep Stroke-Based Rendering
51. Object and Class Detector for Cars
52. Image Matting
53. Kaggle Whale Classification
54. Fast Poisson Blending using Multi-Splines
55. Automatically Locating Atom Defects In Electron Microscope Image by Deep Learning
56. Face Aging with CycleGAN
57. Segmentation of Microscopic Images
58. Implementing Capsule Nets
59. Sudoku Solver
60. Traffic Sign Recognition
61. Visual Based Real Time Tabulation for Guitarists
62. Bag of Visual Words
63. Video-Based Eye Tracker
64. Study of Attention Mechanisms
65. Investigating Generative Replay Methods for Image Classification in Continual Learning
66. Motion estimation and dense optical flow prediction comparison
67. Erlang system
68. CycleGAN on Fashion Dataset
69. Recognition in adverse weather conditions for autonomous driving
70. Reconstruct the orientation of a car given an image
71. Adversarial Methods in Traffic Sign Detection
72. Time-Lapse Mining from Internet Photos
73. Object Detection of Anime Characters
74. Segmentation of clothes in Fashion Dataset
75. 3D scene from 2D images
76. MaskRCNN on another dataset
77. Fast RCNN on Traffic
78. Identify car's make and model
79. Emotion Recognition
80. Deepfakes generation
81. Automatic Image Colorization

Spring 2018

1. Translating Chinese paintings to photographs using CycleGAN
2. Face editing
3. Classifying Pavement Distress Types
4. A Multi-Block-Matching Approach for Stereo
5. Recovering spatial layout of a room with clutter
6. Segmenting nuclei from cell images
7. Real-time Rubik's Cube Solver
8. Part-of-speech Guided Diverse Image Captioning
9. Automated picture blending effects (neural style transfer)
10. Regression-based Visual Question Answering
11. Relation network for captioning
12. Adversarial examples for image captioning
13. Label-free part localization based fine grained recognition
14. Recurrent Attention Convolutional Neural Network for Fine-Grained Image Recognition
15. People counting from social media photographs
16. Lane Line and Road Sign Detection
17. Real-time detection of cars and humans, age classification of humans
18. Image analogies
19. 3D Voxel Patterns of Object Category Recognition
20. Clothing segmentation with Mask-RCNN
21. Kaggle Humpback Whale Identification Challenge
22. Depth Map Prediction
23. Phase-Based Video Motion Processing
24. One-Shot Video Object Segmentation
25. Google Landmark Recognition and Retrieval Challenges
26. Adversarial sample generation using VAE
27. Modeling semantic segmentation using deep structured methods
28. Finding tiny faces
29. Graph-based image segmentation
30. Playing card recognizer and Blackjack player
31. Feature detection and location-based matching
32. Flower classification with CNNs
33. Handwritten character and word recognition
34. Neural style transfer
35. Real-time face detection
36. Fully Convolutional Networks for Semantic Segmentation
37. Visual crack detection
38. Long-term Recurrent Convolutional Networks for Captioning
39. Handwriting recognition using multidimensional long short term memory
40. Visualizing network response to adversarial examples
41. Semi-supervised learning
42. Real-time Multiple Object Counting and Tracking in Urban Mixed Traffic
43. Labeling of brain structures in MRI images
44. Concrete Slab Flatness Measurement using image-based Point Clouds
45. Converting handwritten math to LaTeX
46. A Comparison of Video Stabilization Techniques
47. Traffic sign recognition
48. Image super-resolution using GANs
49. Single-view metrology
50. Human key-points detection and 2D pose estimation
51. Robustness of ORB-SLAM
52. Handwritten music recognition
53. Stylizing faces using portrait paintings
54. Invasive Ductal Carcinoma Detector using GANs
55. Understanding hand-drawn circuit diagrams
56. Image to image translation using CycleGAN
57. Handwritten math recognition
58. Apparel keypoint detection
59. Classifying Chinese seal script
60. PacGAN to capture more modes
61. Recognition of microorganisms in high-resolution nonlinear optical microscopy
62. Automated diagnosis of melanoma
63. Automatic product recognition
64. Bringing portraits to life
65. High Dynamic Range Imaging
66. Detecting accessibility features in Google Street View
67. Feature recognition on 2D floor plan images
68. Classifying playing cards
69. Image to image translation with GANs
70. Contour-based object detection and tracking
71. Improving image composition
72. Boat Self-docking in GTA V
73. CAPTCHA cracking
74. Virtual keyboard
75. Face swapping
76. Balancing and Answering Binary Visual Questions
77. Face detection and recognition
78. 3D face reconstruction from a single image
79. The Dodging Car: Teaching a robot car to dodge pedestrians
80. Lagrangian Particle Tracking
81. Show and Tell: A Neural Language Generator
82. DenseNet for Kaggle furniture challenge
83. CBIR for clothes retrieval

Spring 2017

1. Image to Image Translation using cGANs
2. Improving outlier detection for feature matching
3. Inferring button press sequences from video game videos
4. CNN with Cancer CT scans to determine if lesions are cancerous
5. Line Art and Color from images
6. Dense Depth Maps via Human-in-the-Loop Annotations
7. Tool tracking in robotic surgery
8. Ground plane segmentation for material identification
9. Artistic Style Transfer
10. Generative Modeling: GAN and DRAW
11. State of the art object detector evaluation
12. Image super-resolution
13. Hand tracking and gesture recognition
14. Neural Style Transfer
15. Fan calculator: A scoring system for Mahjong
16. Neural Algorithm of Artistic Style
17. Tweaks to AI driving, Chatbots and Neural Style Transfer
18. Vehicle Logo Recognition: Mercedes vs Audi
19. Moving Objects Tracking in SLAM
20. Fooling CNNs for Image Classification with Adversarial Examples
21. Face detection using Viola-Jones algorithm
22. Restoring Ancient Chinese Calligraphy Artworks using Computer Vision
23. Image Recognition and Object Tracking
24. Billiard detection and prediction
25. Human Face Reconstruction
26. Single image super-resolution
27. Sea Lion Population Count
28. 3D Face Reconstruction
29. Gender classification
30. Transfer Learning Based Food Recognition
31. Lane Line and Road Sign Detection in Embedded System
32. Playing cards recognition
33. Image Captioning Based on Neural Network Approaches
34. Indoor Localization Using Smartphone Images and WiFi APs
35. Object Detection and Tracking in Grand Theft Auto V
36. License Plate Detection
37. NOAA - Stellar Sea Lion Population Count
38. Cat Gender Recognition
39. Automated I Spy
40. Solderless Breadboard Debugger
41. Pedestrian Recognition and Tracking
42. Gender Classification
43. Constructing Locally Dense Point Clouds
44. Haar-based cascade classifier for face detection on embedded GPU platform
45. Image generation from text descriptions using GANs
46. Object tracking and inferring real world coordinates in basketball
47. Vision-based human action recognition

Spring 2016

1. Trajectory tracking and obstacle avoidance of a Quad-Rotor
2. Monocular SLAM system
3. Accurate positioning method for an Unmanned Aerial System
4. Detecting Brain Tumor from multi-modal MRI using Convolutional Neural Networks
5. OCR of comic books
6. Printed Music Sheet Recognition
7. An Implementation and Analysis of Picture-to-Identity Linking
8. Identifying Game State via Images
9. Identifying Cars by their Logo
10. Composing Music Using Recursive Neural Network
11. Real-Time Stereo Matching with Target Painting and GPU Acceleration
12. Sympathetic Nervous Activation Estimation from Video Magnification
13. Online visual-inertial odometry algorithm
14. Dice reader
15. Object detection with deep learning
16. Virtual puppetry system
17. Recognition and Volume Estimation of Food Intake using a Mobile Device
18. Tracking trucks in videos (Caterpillar)
19. Butterflies Species Detection Using Neural Network
20. Fast R-CNN for object detection and action classification applied to excavators and dumptrucks
21. Tagging of restaurant photos
22. 3D reconstruction in Minecraft for real world
23. Identifying Pedestrian Traffic and Behavior Patterns
24. Image captioning
25. License plate recognition
26. Multimodal Deep Learning for Robust RGB-D Object Recognition
27. Markerless Mobile Augmented Reality
28. Extracting Vanishing Points across Multiple Views
29. Vision-based structural health monitoring
30. Non-rigid Face Tracking and Emotion Recognition
31. Accelerated Trajectory detection for Real Time Video Processing
32. Segmentation of cells in electron microscope images
33. Real-time interactive Augmented Reality Chess Game Application
34. Hold and volume identification in indoor climbing images
35. Product price estimation from images
36. Building occupancy tracking from video
37. Vision Based 3-D Shape Reconstruction of Flexible Manipulators from Multiple Images
38. Distributed Object Detection in Large Images
39. Computer Vision Based Navigation of UAV to a Known Landing Zone
40. Recognizing handwritten mathematical expressions
41. Off-line recognition system for mathematical expressions
42. Image Restoration and Low-level Vision via Sparse Coding and Deep Learning
43. Count vehicles and to estimate the speeds of the detected vehicles from traffic surveillance camera videos in real time
44. Facial recognition security system
45. Machine Detection, Identification and Tracking (Caterpillar)
46. Video Hyperlapse
47. Deep Generative Model with partial input
48. Truck tracking (Caterpillar)
49. Car model classification, verification, and attribute prediction
50. Real Time Tracking for Augmented Reality using OpenCV and Unreal Engine 4

Spring 2015

1. Audio Editing: A Computer Vision Approach
2. Reconstruct a time lapse of an arbitrary view point from point clouds generated from different time
3. Semi-Automated Vertebrae Recognition in Flouroscopic Images
4. Dice detection
5. Determine safe landing zones
6. View intepolation
7. Integrating Augmented Reality and a SSVEP based Brain Computer Interface for Covert Face Recognition
8. Spectral Clustering of Massive Image Dataset using Approximation Techniques
9. ShopGuide
10. Classifying different green infrastructure settings
11. Simultaneous localization and mapping (SLAM)
12. Using computer vision technology to detect drivers' alertness level
13. RGBD object segmentation using object proposals
14. Facial expression detection
15. Human emotion statistics system using facial expression detection
16. Object Discovery Using Density Based Clustering
17. Efficient Reflection Separation from Videos
18. Visual Font Recognition by Deep Networks
19. Eye gaze tracking
20. Image classification for Yelp
21. Facial keypoints detection
22. MCQer: The Automatic Grading Software
23. Identify signs of diabetic retinopathy in eye images (Kaggle Competition)
24. Landscape Time-lapse: day-to-day scene image stabilization
25. Effect of shadow removal on object detection
26. Straw Coverage Rate Recognition
27. Recognizing art style
28. Generating Sequences with Recurrent Neural Networks
29. Optical Character Recognition
30. Develop and use chromatags for localization
31. Construction Equipment Pose Estimation via Convolutional Neural Networks
32. GPU Speedups for Vision Algoritihms
33. Monocular Depth Perception in Riverine Environments
34. Multi-view object reconstruction
35. Static Hand Gesture Recognition

Spring 2014

1. Recognition and Localization of Traffic Signs in 3D Point Cloud Model
2. Helping BAXTER robot see
3. Measuring Room Dimensions using KinectFusion
4. Real Time Augmented Reality Applications
5. Video Google: Image Search in Videos
6. Real Time Vanishing Point Estimation for Quadrotor Control in GPS-Denied Environments
7. Motion Tracking and Optical Flow in a First-Person Shooter
8. Classification of Galaxy Morphologies Using Support Vector Machines
9. Computer Vision Based Real-time Storm Drain Detection
10. An Effective Multi-View Synchronization Algorithm of a Moving Object
11. Maze game level digitizer
12. Optical music recognition
13. Juggling coach
14. Automated Identification of Mahjong Tiles
15. Automatic sign and logo removal
16. Deep Features for Image Retrieval and Clustering
17. Visual Feedback by 3D Reconstruction of Elastic Rods for Robotic Manipulation Planning
18. Dense 3D structure reconstruction of rowing boat
19. Card tracker and scoring system for a card game
20. Exploring Real-Time Face Detection in Portable Devices
21. Crack detection on a Street Surface using a Cascade Object Detector
22. Classifying images of green infrastructure
23. Credit Card Reader with Auto crop and Transform
24. Kinivacy: A Collection of Kinect Applications
25. Eye gesture based interaction
26. Thousand Aces: Identifying a Pinochle hand and making a corresponding bid
27. Galaxy Classification with Deep Convolutional Neural Networks
28. Integrating inertial-aided feature tracking and 3D reconstruction
29. Extracting informative graphics from package designs
30. Edge Detection Algorithm for Robot Guidance
31. Structured Annotations for 2D to 3D Modeling
32. Polysearch: Feature-based Image Search
33. American Sign Language Detection Using Computer Vision and Supervised Learning Techniques
34. Imaging of zebrafish
35. Someone Like You: Similarity-based face search
36. Hand gesture recognition
37. Video Surveillance for Human Emotion Identification
38. Body Rotation Detection
39. Individual Tree Crown Delineation in High Spatial Resolution Multispectral Satellite Imagery
40. Playing card recognition

Spring 2013

1. Single-view metrology of rooms
2. Identifying the gestures and motion of objects in video using a cell phone
3. Face classification and biometrics
4. Face detection with OpenCV
5. Tumor segmentation in MRI volumes
6. Font recognition
7. Jigsaw puzzle solver
8. Panorama stitching and face detection
9. Carcassonne gameboard scorer
10. Material classification for construction sites
11. Activity analysis of construction video using RGBD images
12. Thermal modeling of buildings
13. Checking spacing of rebars in construction images
14. Recognizing and solving sudoku puzzles
15. Identifying playing cards
16. Maze solving with a robot
17. Motion stabilization of video sequences
18. Image classification using Latent Dirichlet Allocation
19. Interacting with virtual objects using a webcam
20. Structure from motion from multiple viewpoints of a scene
21. Recognition of hand gestures using Hidden Markov Models
22. Hand detection and gesture recognition in video
23. Obstacle avoidance for quadrotor
24. Image quality prediction with saliency
25. Matrix factorization
26. Vehicle tracking and classification from a webcam
27. Baseball trajectory extraction
28. Smart video recorder
29. Detection of workers on construction site
30. Robust eye center detection for eye tracking
31. BRDF estimation for computational relighting
32. Tour into the picture
33. Contour matching for 3D deformations
34. PET system geometry calibration
35. Augmented reality Android app
36. Automatic creation of fake miniatures
37. Blob detection on FPGA

Spring 2012

1. Real-time object recognition in video games
2. Multiple camera tracking with wide baseline homography
3. Multi-view 3D object reconstruction
4. Wild cat identification
5. Background subtraction: comparison of three methods
6. Taxi detection and tracking
7. Classroom webcam control
8. K-mer-based DNA sequence alignment using Inverse Document File approach
9. Analysis of material composition
10. Real-time segmentation of human data from Kinect
11. Street sign recognition
12. Control law and parameter recovery from video footage
13. Aircraft localization and classification
14. Detection of star patterns for space navigation
15. Creation of 3D meshes using Kinect
16. Automatic face tagging
17. Object removal by retrieving background regions
18. Segmenting out people in Kinect data
19. Playing card recognition
20. Depth upsampling using sparse dictionaries
21. Monitoring and diagnostics of gas turbines
22. Restoring motion-blurred images
23. Power watershed segmentation
24. Carcassonne gameboard scorer
25. Image analysis of maize ear