Past Project Topics

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. Image Style Migration

20. Blob based object tracking

21. Variation of adabins on loss function, optimization and resolution

22. Exploration of different methods of adversarial example attacks on deep neuron network and test their performance

23. Implementing Efficient Deep Residual Network for Image Denoising Paper

24. 3D MRI brain tumor segmentation

25. Self-supervised joint learning

26. LiDAR-Tron: A Detectron2 implementation for detecting cars using LiDAR point clouds.

27. Towards efficient human robot collaboration using vision-based human motion predictions

28. A Study of State-of-the-art Facial Expression Recognition Methods on Face Expression Recognition Dataset

29. Evaluating the performance of SwaV on Chest Data

30. Comparing semi-supervised learning methods for chest x-ray diagnosis

31. Instance aware video colorization

32. Image Translation from Photographed Images to Quick, Draw! Images

33. Unsupervised deep clustering for skeleton based action recognition with Graph Neural Networks

34. Optical Flow Based Moving Object Detection and Tracking

35. Different approaches to face mask detection

36. ResNet and DenseNet: Insights into Performance and Model Interpretability

37. Multiple local cue based contour detection and how to break it with texture transfer

38. Photo editing suite with focus on object removal and inpainting

39. Visual Odometry using Stereo Vision

40. Object detection from dynamic vision

41. NeRF: Neural Radiance Fields for View Synthesis

42. Learning based relative pose estimation for visual servoing of a soft robot

43. RF-Turk: Scaling up dense image annotation in real world experiments with Inexpensive Robots and RFIDs

44. Estimating the pose of small symmetric and reflective objects using only RGB Data

45. Data augmentation using generative adversarial networks for segmenting OCT cornea images

46. Faster RCNN Object Detection on Cars

47. No-ball, Free Hit: Classifying Images and Comparing Accuracy for the Front Foot No-ball

48. Cross-view localization using Monocular camera

49. Amodal Video Instance Segmentation

50. 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