1 code implementation • 25 Sep 2023 • Jyoti Kini, Sarah Fleischer, Ishan Dave, Mubarak Shah
Our work focuses on recognizing actions from egocentric RGB and Depth modalities in an industry-like environment.
1 code implementation • 10 Aug 2023 • Jyoti Kini, Sarah Fleischer, Ishan Dave, Mubarak Shah
In this work, we propose an ensemble modeling approach for multimodal action recognition.
no code implementations • 1 Nov 2022 • Jyoti Kini, Ajmal Mian, Mubarak Shah
We propose a method for joint detection and tracking of multiple objects in 3D point clouds, a task conventionally treated as a two-step process comprising object detection followed by data association.
no code implementations • 22 Apr 2022 • Jyoti Kini, Fahad Shahbaz Khan, Salman Khan, Mubarak Shah
We propose a novel self-supervised Video Object Segmentation (VOS) approach that strives to achieve better object-background discriminability for accurate object segmentation.
no code implementations • 22 Apr 2022 • Jyoti Kini, Mubarak Shah
Video Instance Segmentation is a fundamental computer vision task that deals with segmenting and tracking object instances across a video sequence.
no code implementations • 23 Jun 2021 • Crystal Gagne, Jyoti Kini, Daniel Smith, Mubarak Shah
Trail camera imagery has increasingly gained popularity amongst biologists for conservation and ecological research.
no code implementations • 3 Jun 2021 • Aakash Kumar, Jyoti Kini, Mubarak Shah, Ajmal Mian
In recent times, the scope of LIDAR (Light Detection and Ranging) sensor-based technology has spread across numerous fields.