ICSI-533/433 Theory and Practice of Multimedia Computing

Possible Projects

1. Taking Good Selfies on Your Phone (ACMMM14)
2. Pedastrain Attribute Classification at Far Distance (ACMMM14)
3. Cloud Counting via Head Detection and Motion Flow Estimation (ACMMM14)
4. Interactive Retrieval for Multi-Camera Surveillance Systems Featuring Spatio-Temporal Summarization
5. Finding Near-duplicate Images on the Web using Fingerprints
6. Motion Information for Video Retrieval

1. The Sweet Spot: How People Trade off Size and Definition on Mobile Devices
2. Mobile Video Surveillance with Low-Bandwidth Low-Latency Video Streaming

1. Framework for Personalized Multimedia Summarization
2. A User Attention Model for Video Summarization
3. Multi-Document Video Summarization

1. Understanding Benford's Law and Its Vurnerability in Image Forensics
2. Detection of Double-Compression in JPEG2000 Images
3. Source Camera Identification by JPEG Compression Statistics for Image Forensics
4. Detecting Digital Audio Forgeries by Checking Frame Offsets

1. Adaptive background mixture models for real-time tracking
2. On-line adaptive background modelling for audio surveillance
3. An Improved Adaptive Background Mixture Model for Realtime Tracking with Shadow Detection
4. Gender Recognition from Body
5. An Efficient Approach to Detecting Pedestrians in Video
6. To Catch a Thief – You Need at Least 8 Frames Per Second: The impact of frame rates on user performance in a CCTV detection task

1. Video Forgery Detection Techniques
2. Performance Evaluation Measures in Multimedia Surveillance Systems
3. Event Detection in Multimedia Systems
4. Video Summarization Techniques
5. Audio Summarization Techniques
6. Multimedia Encryption Techniques
7. Multimodal Person Identification Techniques
8. Multimodal versus Unimodal Multimedia Retrieval
9. Hate post detection in social media
10. Cyber bully detection in social media
11. Multimedia Computing over Cloud: Challenges and Solutions