Browsing by Author "Yao, Angela"
Now showing items 1-6 of 6
-
3D Hand Pose Estimation from Single RGB Images with Auxiliary Information
Yang, Linlin (2022-12-14)3D hand pose estimation from monocular RGB inputs is critical for augmented and virtual reality applications, and has achieved remarkable progress due to the revolution of deep learning. Existing deep-learning-based hand ... -
Fine-Scaled 3D Geometry Recovery from Single RGB Images
Li, Jun (2018-01-04)3D geometry recovery from single RGB images is a highly ill-posed and inherently ambiguous problem, which has been a challenging research topic in computer vision for several decades. When fine-scaled 3D geometry is required, ... -
Frequency Domain Methods in Recurrent Neural Networks for Sequential Data Processing
Wolter, Moritz (2021-07-29)Machine learning algorithms now make it possible for computers to solve problems, which were thought to be impossible to automize. Neural Speech processing, convolutional neural networks, and other recent advances are ... -
Maximizing Information from User-Clicks for Efficient Instance Segmentation in Images
Majumder, Soumajit (2022-08-29)Interactive instance segmentation allows users to select and obtain accurate pixel-level masks for objects of interest by providing inputs such as clicks, scribbles, or bounding boxes. It has always been a problem of ... -
Modelling Complex Activities from Visual and Textual Data
Sener Merzbach, Fadime (2021-07-23)Complex activity videos are long-range videos composed of multiple sub-activities following some temporal structuring and connected purpose. Recognizing human activities in such videos is a long-standing goal with a broad ... -
Temporal Action Segmentation: Weak Supervision and Efficiency
Souri, Yaser (2023-08-24)Action segmentation deals with the temporal understanding of actions that occur in an untrimmed video. The output of action segmentation is an action label for each frame of the input video. This task has recently received ...