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1. Image Processing Techniques:
Image Filtering, Enhancement, and Restoration
Image Segmentation and Edge Detection
Feature Extraction and Pattern Recognition
Image Compression, Coding, and Transmission
Image Registration and Alignment
Color Image Processing and Analysis
2D and 3D Image Reconstruction
2. Artificial Intelligence in Image
Processing:
Deep Learning for Image Recognition and
Classification
Neural Networks for Image Denoising and
Super-Resolution
Generative Adversarial Networks (GANs) for
Image Synthesis
Self-supervised and Few-shot Learning in
Vision Tasks
Vision Transformers in Image Understanding
AI-based Image and Video Captioning
3. Computer Vision and Video Analysis:
Object Detection, Tracking, and Recognition
Motion Analysis and Scene Understanding
Face Detection, Recognition, and Emotion Analysis
Action Recognition and Event Detection in Videos
Background Subtraction and Foreground Segmentation
Video Compression and Enhancement
Multi-camera and Stereo Vision Systems |
4. Optical
Imaging and Computational Methods:
Computational Photography and Optics-Based
Image Processing
Optical Image Acquisition and Signal
Restoration
Fourier Optics in Image Processing
Applications
Phase Retrieval and Holographic Image
Reconstruction
Adaptive Optics for High-Resolution Imaging
Wavefront Sensing and Correction in Imaging
Systems
Optics-Inspired Deep Learning for Image
Enhancement
5. Hybrid Optical-Digital Systems:
Optical-Digital Fusion in Image Capture and
Processing
Multispectral and Hyperspectral Imaging with
Optical Sensors
Light Field Imaging and Depth Estimation
Polarimetric Imaging and Analysis
Compressive Sensing in Optical Imaging
Systems
Optical Coherence Tomography (OCT) Image
Processing
Digital Holography and 3D Image
Reconstruction
6. Advanced Imaging Applications:
Medical Image Processing and Analysis
Remote Sensing and Satellite Image
Interpretation
Surveillance and Security Image Systems
Autonomous Vehicles and Smart Transportation
Imaging
Document Image Analysis and OCR
Augmented Reality (AR) and Virtual Reality
(VR) Imaging
Biomedical Imaging: Microscopy and Optical
Tomography
Remote Sensing and Aerial Imaging with
Optical Systems
Metrology and Surface Measurement using
Optical Imaging
Lensless Imaging and Diffractive Optics for
Miniaturized Systems
Smart Imaging Sensors and Optoelectronic
Integration
Imaging Through Scattering Media and
Turbulence |