49 citations · 128 across the 29 of their papers we have counts for
4 papers · 2 filters
TAM-VT: Transformation-Aware Multi-scale Video Transformer for Segmentation and Tracking
Raghav Goyal, Wan-Cyuan Fan, Mennatullah Siam +1
Video Object Segmentation (VOS) has emerged as an increasingly important problem with availability of larger datasets and more complex and realistic settings, which involve long vi…
Multiscale Memory Comparator Transformer for Few-Shot Video Segmentation
Mennatullah Siam, Rezaul Karim, He Zhao +1
Few-shot video segmentation is the task of delineating a specific novel class in a query video using few labelled support images. Typical approaches compare support and query featu…
Towards a Better Understanding of the Computer Vision Research Community in Africa
Abdul-Hakeem Omotayo, Mai Gamal, Eman Ehab +11
Computer vision is a broad field of study that encompasses different tasks (e.g., object detection). Although computer vision is relevant to the African communities in various appl…
MED-VT++: Unifying Multimodal Learning with a Multiscale Encoder-Decoder Video Transformer
Rezaul Karim, He Zhao, Richard P. Wildes +1
In this paper, we present an end-to-end trainable unified multiscale encoder-decoder transformer that is focused on dense prediction tasks in video. The presented Multiscale Encode…