GeoVerse Lab
← AI & Computing Sciences Division

Computer Vision Center

Applies advanced computer vision techniques - CNNs, image segmentation (U-Net, SegFormer), object detection, and 3D point cloud processing from LiDAR and photogrammetry - to satellite imagery, seismic visualization, and geological image analysis.

Machine Learning CenterNatural Language Processing CenterComputer Vision CenterHigh-Performance Computing CenterQuantum Computing CenterGenerative AI & Foundation Models CenterReinforcement Learning & Agents CenterAI Safety & Alignment CenterAI for Science CenterRobotics & Embodied AI Center
Research Fields 15
Biological Vision & Hierarchical Neural Architecture
πŸ‘οΈ Biological Vision & Hierarchical Neural Architecture
Biological vision research in computer vision studies the hierarchical organisation of the…
Statistical & Syntactic Pattern Recognition
🧩 Statistical & Syntactic Pattern Recognition
Pattern recognition classifies an observed shape, signal or object into one of a set of pr…
Object Detection & Feature-Based Recognition
🎯 Object Detection & Feature-Based Recognition
Object detection locates and classifies instances of target objects within an image, produ…
Image Segmentation & Digital Image Processing
πŸ–ΌοΈ Image Segmentation & Digital Image Processing
Image segmentation partitions a digital image into regions, each assigned either a semanti…
Stereo Vision & Epipolar/Multi-View Geometry
πŸ‘“ Stereo Vision & Epipolar/Multi-View Geometry
Multi-view geometry recovers the three-dimensional structure of a scene and the relative m…
Optical Flow & Ecological Motion Perception
🌊 Optical Flow & Ecological Motion Perception
Optical flow is the two-dimensional field of apparent pixel motion between two consecutive…
Projective Geometry & Camera Calibration Foundations
πŸ“ Projective Geometry & Camera Calibration Foundations
Camera calibration recovers the internal parameters of a camera, such as its focal length …
Photogrammetry & 3D Point Cloud Reconstruction
πŸ—ΊοΈ Photogrammetry & 3D Point Cloud Reconstruction
Photogrammetry measures precise three-dimensional coordinates of surfaces and objects from…
Remote Sensing & Satellite Image Analysis
πŸ›°οΈ Remote Sensing & Satellite Image Analysis
Remote sensing interprets imagery and other sensor data collected from aircraft or satelli…
Color Vision & Photometric Perception
🎨 Color Vision & Photometric Perception
Perceptual colour spaces used in image processing represent colour along dimensions chosen…
Image Restoration, Super-Resolution & Fourier Imaging
πŸ”§ Image Restoration, Super-Resolution & Fourier Imaging
Image restoration recovers a sharp, high-resolution image from a degraded observation that…
Tomographic & Medical/Scientific Image Reconstruction
🩻 Tomographic & Medical/Scientific Image Reconstruction
Tomographic reconstruction recovers a cross-sectional or volumetric image of an object's i…
Digital Image Sensors & Computational Photography
πŸ“· Digital Image Sensors & Computational Photography
Digital image sensors convert incident light into an electronic signal that can be read ou…
Perceptual Organization & Gestalt Scene Understanding
🧩 Perceptual Organization & Gestalt Scene Understanding
Perceptual organisation studies the principles by which a visual system groups individual …
Texture Analysis & Stereoscopic Depth Perception
πŸͺ¨ Texture Analysis & Stereoscopic Depth Perception
Texture analysis characterises and discriminates visual surface patterns, such as the fine…