Post Doctorate Fellow (PDF) Alumni
My research interests are in the fields of computer vision, image processing, and pattern recognition with an emphasis on saliency computation, camera calibration and stereo vision. I am particularly interested in practical applications of computer vision and image processing methods to problems in robotics and driver assistance systems.
My research interests are primarily in the field of computer vision and pattern recognition with a focus on video analytics. I am particularly interesting in action/activity recognition in videos using a weakly supervised approach.
My current research focuses on Image Processing and Computer Vision, or more specifically, automated image and video analysis through detection, tracking and segmentation methods.
My research interests include pattern recognition, image processing, computer vision, machine learning, evolutionary computation, remote sensing data analysis, biometrics and bioinformatics.
My research interests are primarily in the fields of image processing and pattern recognition, specifically on the topics of image denoising, image segmentation and discriminative feature extraction. I am also interested in automated interpretation of Synthetic Aperture Radar (SAR) imagery and automated visual inspection system.
My key research interests focus on remote sensing of vegetation in the tropics, digital mapping, image classification, image-based statistical models, and digital image processing for optical and radar imagery.
My research interests are in image processing (texture modeling, image classification, image segmentation, image retrieval), computer vision, pattern recognition, and remote sensing data analysis.
My research interests are in the fields of digital watermarking, signal processing, pattern recognition and related fields. I am currently particularly interested in statistical modeling and feature extraction of natural images.
My primary research interests lie in visual scene understanding. I am mainly concerned with solving problems arising in visual perception and action recognition, which are key components in many vision applications such as surveillance, robot guidance, multi-modal image interpretation, remote sensing, and visual field monitoring. I focus also my attention on the processing of optical/sonar images for underwater vision applications.
My research interests include stochastic graphical learning and modeling for large-scale networks and data mining and visualization, affective computing, image processing, computer vision, signal processing, femtocell networking, network control theory, wideband spectrum sensing, and dynamic spectrum access. My current focus is on efficient high-resolution, remote spatial biosignals measurements using video imaging for affective computing.
My research interests lie in the area of data assimilation and large scale satellite image classification and mapping.
I'm interested in the fields of image processing, computer vision, pattern recognition and related areas. My current researches are both in biomedical imaging and remote sensing.
My research interests are in image processing, medical image registration and reconstruction and I am currently working on computer-aided melanoma (one type of skin cancer) diagnosis through the modeling of physiological characteristics of skin lesions using multi-spectral imagery.
My research interests are in the fields of remote sensing, image sparse representation and compressed sensing. I am now most interested in the techonology of using sparse representation algorithm to do image denoising, super-resolution, and medical image reconsruction, etc.
Ultra High Resolution Optical Coherence Tomography (UHROCT) Reconstruction, Corneal Imaging, Tracking Systems, Controls, Statistical Modelling, Systems Integration, Real-Time Communications, Computational Intelligence.
My research interests are in the fields of image processing, machine learning and computer vision with an emphasis on Compressive Sensing for efficient signal acquisition.
My research is focused on pattern recognition and machine learning theory and algorithms to make an optimal decision such as identifying or classifying objects in remote sensing (RS) imageries for natural disaster reduction. Currently, I'm mainly concentrating on how to apply the probabilistic topic models to conduct semantc analysis on RS imageries.
Her current research interests include computer vision, texture analysis, pattern recognition and image processing.
My main research interests are in the field of computer vision, pattern recognition, and machine learning for video analytics with the focus on human tracking and event/activity recognition in video. I developed several algorithms for image and video analysis including detection and tracking of humans in video, motion estimation, multi-resolution video processing, biologically-inspired spatio-temporal filtering, local video event detection, and action classification.
My research interests lie in multidimensional signal processing, statistical modeling, and machine learning. My work is focused on the developing methodology and application algorithms for multivariate data analysis, multiresolution representation and estimation, in particular, for image and video processing, remote sensing and scientific sensing data modeling and analysis.
Akshaya has been working in the field of image processing, pattern recognition and computer vision for nine years. He has been publishing and serving as an reviewer for several key image processing and computer vision conferences and journals.
Her current research is on statistical pattern recognition and multidimensional data modeling.
Current reserach interests focus on problems related to operations research and risk analysis.
My research interests include image segmentation, remote sensing, and video analysis. I am currently working on fast and efficient algorithms on action recognition for video surveilance. I am also interested in simultaneous localisation and mapping.
Research interests include statistical learning of generative and discriminative models for massive data sources with particular attention in statistical computer vision and pattern recognition.
Research interests include medical imaging, wavelets, and algorithms.
His research interests include statistical signal and image processing, pattern recognition, and remote-sensing applications.
His research interests include airborne and spaceborne SAR and optical remote sensing, hierarchical algorithms, and the development of enterprisewide software solutions that integrate GIS and remote sensing techniques.
Design, build, and application of scientific multispectroscopic, hyperspectroscopic, and interferometric imaging systems for various sensing applications: up-looking (astronomy) and down-looking (space instrumentation, Earth sciences, biomedicine, security, military).
My research interests lie in the fields of machine learning, computer vision, and image processing, with particular applications in remote sensing.
My research interests include topics in image processing and computer vision. I am primarily interested in photopletyhsmography imaging and its application to the analysis of remote heart rate, respitory rate, and cognitive stress. In addition, I am interested in affect recognition and illumination robust keypoint detection.
My research interests are in 3D computer vision, image processing, and object recognition. I'm currently working on 3D reconstruction using low-cost hardware.
My research interests are in the fields of computer vision, image processing, and pattern recognition with an emphasis on sparse reconstruction, conditional random fields, Hyperspectral imaging, MRI, OCT and other medical imaging techiniques and applications.
I am passionate about image processing and pattern recognition, particularly in applications in biomedical imaging. My current research involves developing new algorithms to automate segmentation of particular features in biomedical images.
I'm interested in automating and supporting complex reasoning tasks, including through applications of pattern classification, statistical modelling, image processing and computer vision, but also through data visualization, dimensionality reduction, and related techniques.
My research interests are in the fields of pattern recognition and image processing, applied to biomedical imaging. I am interested in developing image processing algorithms to automate the analysis of medical images, such as those captured using MRI, X-ray or other modalities. Other work is in the area of novel video compression algorithms.
My research involves the automated interpretation of images with specific applications in remote sensing.
My research interests mainly lie in the areas of image processing and computer vision including steganography, digital image watermarking and medical image processing using statistical and digital signal processing methods. My current research focuses on investigation of hypoxia induced changes in the attenuation coefficient of the human cornea using ultrahigh resolution optical coherence tomography images.
My current research interest lies in the areas of image processing and computer vision.
My research interests are in the field of non-parametric methods for image processing. Currently I am working with wavelets and their applications in non-parametric image processing techniques.
My research interests are in the field of pattern recognition, robotics, and computer vision. My interests particularly revolves around practical applications like surveillance and object tracking.
My research interests include robotics and computer vision, specifically 3D reconstruction of unknown scenes and simultaneous localization and mapping (SLAM) for robotic vehicles.
Fred's research interests lie in computer vision, image processing, and pattern recognition; his current projects include image segmentation, motion estimation, and behaviour and scene analysis for intelligent surveillance. He is currently completing a PhD at the University of British Columbia.
My research interests include image processing, image segmentation, data fusion, image synthesis and image enhancement for both remote sensing and medical applications.
My research interests include computer vision, 3D input devices, motion capture, and computer graphics for stereoscopic applications.
My main research interests are now in the video domain, including topics such as deinterlacing, compression, as well as software architecture and performance optimizations of deinterlacing/video compression on real-time embedded systems.
My research interests are in the design of machine vision algorithms to support real-time processing of defect analysis in plasma display panels (PDPs).
My research interests lie in image processing for medical applications. I am particularly interested in efforts to develop visual prosthetics.
My research interests include remote sensed digital image processing, target detection, SAR polarimetry, interferometry, and pattern recognition.
My main research interest is depth from a hybrid structured light and stereo correspondence approach. It involves a IR projector and stereo cameras to capture the projected IR image.
I develop computer vision tools to analyze Image data. This includes object identification/classification, motion tracking and mobile robot vision.
Recently, researchers in vision and image processing have developed quantitative models of both image formation and human perceptual performance which provide new insight into the form and function of image processing and pattern recognition tasks in vision. Research in image processing in Systems Design Engineering is part of an emerging effort to develop a coherent framework for image and signal processing and analysis based on perceptual models.