Computer vision methods and image analytics have steadily progressed over the last few decades and taken the lead in showing the significance of vision technology in our life. There is growing interest in theoretical aspects of image and video formation, modelling, preprocessing, recognition, motion detection, analysis, etc. The accumulation of big data sets is another serious challenge for established vision and imaging techniques.
Computer vision techniques and image analytics can be applied in a wide range of domains including healthcare, retail, transport, smart homes, biometrics, safety and security. The use of embedded imaging system in mobile devices has created a new domain of applications for imaging and vision techniques. The new requirement of computer vision methods and image analytics is to have high computing capabilities at limited resources and with real-time constraints.
This special issue will provide a forum to consolidate a broader range of the current research achievements and future trends in developing new theories, algorithms, architectures and applications of computer vision methods and image and video analytics.
The issue will carry revised and substantially extended versions of selected papers presented at the International Conference on Computational Vision & Robotics (ICCVR) 2014, but we also strongly encourage researchers unable to participate in the conference to submit articles for this call.
Suitable topics include, but are not limited to, the following:
- Image denoising and deblurring
- Image enhancement
- Super-resolution
- Multispectral imaging
- Image interpolation
- Image matching
- Image fusion
- Image retrieval
- Image and video watermarking
- Image registration and alignment
- Computational models of image and vision
- Integration of camera systems
- Camera calibration
- Object segmentation
- Shadow and background removal
- Feature learning
- Scene parsing
- Object classification
- Object recognition
- Shape and range analysis
- Motion analysis and object tracking
- 3D vision and perception
- Gait recognition and analysis
- Pose estimation
- Gesture recognition
- Human activity recognition
- Affective computing
- Abnormal behaviour detection
- Augmented video
- Video summarisation
- Visual tagging
- Mobile visual search
- Visual computing in cloud
- Visual content sharing
- Face recognition
- Video surveillance
- Optical character recognition
- Medical imaging
- Biometric analysis
- Mobile applications
- Big visual data handling and analysis
- Applications of computer vision
Important Dates
Manuscript submission deadline: 31 December, 2015
First review notification: 31 March, 2016
Revised manuscript submission: 31 May, 2016
Final decision: 30 June, 2016
Final manuscript submission: 31 July, 2016
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