CRCV Brochure The common goal and purpose of the center is to strongly promote basic research in computer vision and its applications in all related areas including National Defense & Intelligence, Homeland Security, Environment Monitoring, Life Sciences and Biotechnology and Robotics. The Mission of CRCV is to: Be the world class leader in research, commercialization, scholarship and education in computer vision Conduct fundamental and applied research upon which future Computer Vision industries can be built. Provide highest quality education and research experience in computer vision at all levels from K-12 to undergraduate to doctoral and postdoctoral levels to develop a highly skilled workforce for Florida’s economic development, Events Jan 27 2:00 pm Efficient graph convolution with spherical kernel for semantic segmentation of 3D point clouds Speaker: Ajmal Mian From: The University of Western Australia Abstract Convolutional Neural Networks (CNN) use rectangular kernels to learn features from data that follow grid like structures such as images. However, 3D point clouds from LiDARs are unstructured. We propose a… Feb 6 2:00 pm Adversarial attacks on deep learning, defence mechanisms and their use for network explainability Speaker: Ajmal Mian From: The University of Western Australia Abstract Deep learning is at the heart of the current rise of machine learning and artificial intelligence. However, deep models are vulnerable to adversarial attacks in the form of subtle perturbations to… Feb 11 1:30 pm Learning to Reconstruct for MRI Speaker: Mehmet Akçakaya From: University of Minnesota Abstract Lengthy data acquisition times remain a bottleneck in magnetic resonance imaging (MRI).Thus accelerated imaging methodologies have received great interest over the last three dec- ades. Recently, deep learning (DL) techniques have gathered interest… Archived Events News News Dr. Shah elected to the National Academy of Inventors -- Dec 13 Dr. Mubarak Shah is to be inducted into the National Academy of Inventors as a fellow on April 10, 2020. The fellows selection committee cited… Defenses Optimization Algorithms for Deep Learning Based Medical Image Segmentations -- Nov 07 Announcing the Final Examination of Aliasghar Mortazi for the degree of Doctor of Philosophy in Computer Science Defenses Visual-Textual Video Synopsis Generation -- Nov 06 Announcing the Final Examination of Aidean Sharghi for the degree of Doctor of Philosophy in Computer Science More News Stories
