VLG organized the 2024 Bioinspired Machine Learning Workshop
VLG organized the Bioinspired Machine Learning Workshop, which brought together scientists worldwide to discuss research at the intersection between neurosci...
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2024
2023
WVU research merges virtual reality and artificial intelligence to reveal and analyze gigantic images in stunning detail
NIH funding will allow the development of fast and adaptive AI-based immersive analytics tools for large volumetric microscopy data quantification.
WVU scientists spice up genetic research through habanero peppers and AI
New AI tools for pattern association discovery will be developed for crop phenomics, which could later support the prevention and treatment of genetic diseas...
Top WVU seniors named, eight honored with 2023 Order of Augusta
Congratulations to Ram Zaveri for being named among the 2023 Top WVU Seniors!
The Circuit News highlights research from the Vision and Learning Group
The Circuit News has highlighted our research project funded by the NSF in their weekly video segment.
WVU’s Statler College recognizes the Vision and Learning Group PI
The Statler College recognizes Gianfranco Doretto as Outstanding Researcher of the year at senior level.
UPE recognizes a Vision and Learning Group member
UPE recognizes Ram Zaveri with the Dan Drew Award for his outstanding academic and service excellence.
2022
Neuroscience of electric fish gives jolt to advances in machine learning at WVU
Electric fish and robots may hold the key to achieving “autonomous lifelong machine learning,” based on research conducted at West Virginia University with t...
2021
Multiple Postdoc Positions - Computer Vision in Digital Health
Applicants are invited for multiple postdoc positions to work with researchers at the center. We are looking for a postdoc with a strong background in comput...
WVU-led Dolly Sods GPU cluster to drive new frontiers of computational research in physics and astronomy, drug discovery, data science and more
A $1.1M grant awarded to WVU by the NSF MRI program will allow building a HPC cluster based on GPUs for cutting-edge Deep Learning reseasch.
UPE recognizes two Vision and Learning Group members
UPE recognizes Ram Zaveri and Matthew Keaton for their outstanding academic and service excellence.
WVU-led Team to Build a Bridge to Better Health using AI and Digital Health
A $3M grant awarded to WVU by the NSF NRT program will train the new generation of engineers, scientists and healthcare professionals able to better bridge t...
CS678 Computer Vision - Fall 2021
Who When Where Instructor: Prof. Gianfranco Doretto Department of Computer Science and Electrical Engineering West Virginia University
WVU Spin-off Company Istovisio, Inc. Awarded Funding for Virtual Reality Research
IstoVisio, Inc., a WVU spin-off company that created syGlass, has been awarded a National Institutes of Health Small Business Innovation Research grant total...
2020
CS696 Machine Learning - Fall 2020
Who When Where Instructor: Prof. Gianfranco Doretto Department of Computer Science and Electrical Engineering West Virginia University
Generative Probabilistic Novelty Detection with Adversarial Autoencoders
Stanislav Pidhorskyi, Ranya Almohsen, Donald A Adjeroh, Gianfranco Doretto
Join the Vision and Learning Group
The Vision and Learning Group is always looking for outstanding prospective PhD students, either in Computer Science or Electrical Engineering.
2017
Video Understanding
Video understanding is concerned with the parsing of the image data flow for the semantic understanding of the objects in the scene, but also their actions a...
CS674 Computational Photography - Fall 2017
Computational Photography CS 674 Fall 201...
2016
CS691A Machine Learning - Fall 2016
Machine Learning CS 691A Fall 2016 ...
2014
Human Interactions
Recognizing human interactions from video is an important step forward towards the long-term goal of performing scene understanding fully automatically. Rece...
2013
Dictionary Learning
Recent successes in the use of sparse coding for many computer vision applications have triggered the attention towards the problem of how an over-complete d...
2012
Exemplar-based Object Layout
Recognizing the presence of object classes in an image, or image classification, has become an increasingly important topic of interest. Equally important, h...
2011
Transfer Learning from Multiple Sources
Transfer learning allows leveraging the knowledge of source domains, available a priori, to help training a classifier for a target domain, where the availab...
Video Surveillance
Increasingly, large networks of surveillance cameras are employed to monitor public and private facilities. This continuous collection of imagery has the pot...
2010
Aerial Video Analysis
In aerial video moving objects of interest are typically very small, and being able to detect them is key to enable tracking. There are detection methods tha...
2009
Face Modeling and Tracking
Active Appearance Models (AAMs) represent facial images with generative models for both shape and appearance of the face. Despite their success, they enjoy l...
People Detection
People detection and tracking in video are fundamental Computer Vision capabilities that still constitute a research challenge. Important difficulties are du...
2005
Dynamic Texture Editing
The operation that by processing video data allows producing new video data in Computer Graphics is known as Video-Based Rendering (VBR). Developing new VBR ...
2004
Dynamic Texture Segmentation
Segmenting the image plane of video sequences is often one of the first steps towards the analysis of video. A lot of effort has been spent on developing ima...
2003
Dynamic Texture Recognition
Recognition of objects based on their images is one of the central problems in modern Computer Vision. Objects can be characterized by their geometric, photo...