Segmenting and Anticipating Procedural Activities
Dr. Angela Yao National University of Singapore Tuesday, June 28, 2022 2:00PM – 3:00PM ENGI 327 / Zoom Abstract Videos of procedural activities are goal-oriented, with multiple steps or actions in a sequence over time. In this talk, I will outline our group’s efforts in developing methods for segmenting and anticipating actions in procedural videos. ...
Read MoreStarting a new era in Self-Supervised Learning for Computer Vision AND New Developments in Multimodal Image Understanding
Dr. Muhammad Rana University of Surrey Friday, June 17, 2022 1:00PM – 2:00PM ENGI 327 / Zoom Abstract 1 Vision transformers have generated significant interest in the computer vision community because of their flexibility in exploiting contextual information, whether it is sharply confined local, or long range global. However, they are known to be data ...
Read MoreObject-centric anomaly detection in video
Dr. Radu Ionescu University of Bucharest Wednesday, June 15, 2022 2:00PM – 3:00PM ENGI 327 / Zoom Abstract Anomaly detection in video is a challenging computer vision problem, as the classification of an event as normal or abnormal always depends on context. For instance, driving a truck on the street is considered normal, but, if ...
Read MoreUsing Hierarchies of Skills to Assess and Achieve Automatic Multimodal Comprehension
Dr. Ajay Divakaran SRI International Thursday, May 26, 2022 1:00PM – 2:00PM – Zoom Abstract We lay out a human learning-based framework for studying computational multimodal comprehension. Current visual question answering (VQA) systems treat all questions as equal and have no notion of comprehension. Elementary school (K-5) teaching of reading comprehension on the other hand ...
Read MoreCapsule Networks for Video Understanding
Announcing the Final Examination of Kevin Duarte for the degree of Doctor of Philosophy in Computer Science ...
Read MoreExploring Relationships Between Ground and Aerial Views by Synthesis and Matching
Announcing the Final Examination of Krishna Regmi for the degree of Doctor of Philosophy in Computer Science ...
Read MoreUCF Master in Computer Vision Virtual Open House
Join us to learn more about UCF’s exciting new Computer Vision Masters Program on Tuesday, March 30 at 5:30pm! Register Here The Master of Science in Computer Vision (MSCV) Program aims to provide technical skills and domain knowledge to the future professionals who seek to acquire expertise in Computer Vision and its related areas. This ...
Read MoreAdaptive and Efficient Deep Neural Networks for Edge Computing
Dr. Chen Chen University of North Carolina at Charlotte Thursday, March 25, 2021 11:00AM – 12:00PM – Zoom Abstract Existing deep networks are mostly static – they can only run at a specific resource budget. In real applications, the resource constraints (e.g., computation and memory) are always changing with many conditions such as battery and ...
Read MoreFrom Saliency to Camouflage Analysis
Dr. Tam Nguyen University of Dayton Tuesday, March 23, 2021 11:00AM – 12:00PM – Zoom Abstract This talk will introduce two research directions, salient object detection and camouflaged object segmentation. In the first part of the talk, I will introduce a novel framework for salient object detection. Here, salient object detection aims to detect the ...
Read MoreCan We Trust AI? Towards Practical Implementation and Theoretical Analysis in Trustworthy Machine Learning
Mr. Kaidi Xu Northeastern University Monday, March 15, 2021 3:00PM – 4:00PM – Zoom Abstract Deep learning has achieved extraordinary performance in many application domains recently. It has been well accepted that Deep Neural Networks (DNNs) are vulnerable to adversarial attacks, which raises concerns of DNNs in securitycritical applications and may result in disastrous consequences. ...
Read MoreNovel Computational Approaches for Multidimensional Brain Image analysis
Announcing the Final Examination of Harish RaviPrakash for the degree of Doctor of Philosophy in Computer Science ...
Read MoreAlgorithms and Applications of Novel Capsule Networks
Announcing the Final Examination of Rodney LaLonde III for the degree of Doctor of Philosophy in Computer Science ...
Read MoreVideo Content Understanding Using Text
Announcing the Final Examination of Amir Mazaheri for the degree of Doctor of Philosophy in Computer Science ...
Read MoreEfficient graph convolution with spherical kernel for semantic segmentation of 3D point clouds
Dr. Ajmal Mian - The University of Western Australia ...
Read MoreOptimization Algorithms for Deep Learning Based Medical Image Segmentations
Announcing the Final Examination of Aliasghar Mortazi for the degree of Doctor of Philosophy in Computer Science ...
Read MoreVisual-Textual Video Synopsis Generation
Announcing the Final Examination of Aidean Sharghi for the degree of Doctor of Philosophy in Computer Science ...
Read MoreCollaborative Artificial Intelligence Algorithms for Medial Imaging Applications
Announcing the Final Examination of Naji Khosravan for the degree of Doctor of Philosophy in Computer Science ...
Read MoreAction Recognition, Temporal Localization And Detection in Trimmed And Untrimmed Video
Announcing the Final Examination of Rui Hou for the degree of Doctor of Philosophy in Computer Science ...
Read MoreCoupled-Instances Domain Adaptation for Cross-Spectrum Face Recognition
Joel Douglas - Systems & Technology Research ...
Read More- 1
- 2