Text extraction from texture images using masked signal decomposition

S Minaee, Y Wang - 2017 IEEE Global Conference on Signal …, 2017 - ieeexplore.ieee.org
Text extraction is an important problem in image processing with applications from optical
character recognition to autonomous driving. Most of the traditional text segmentation …

Multi-view task-driven recognition in visual sensor networks

A Taalimi, A Rahimpour, L Liu… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Nowadays, distributed smart cameras are deployed for a wide set of tasks in several
application scenarios, ranging from object recognition, image retrieval, and forensic …

Addressing ambiguity in multi-target tracking by hierarchical strategy

A Taalimi, L Liu, H Qi - 2017 IEEE International Conference on …, 2017 - ieeexplore.ieee.org
This paper presents a novel hierarchical approach for the simultaneous tracking of multiple
targets in a video. We use a network flow approach to link detections in low-level and …

Attention Mechanism for Recognition in Computer Vision

A Rahimpour - 2019 - trace.tennessee.edu
It has been proven that humans do not focus their attention on an entire scene at once when
they perform a recognition task. Instead, they pay attention to the most important parts of the …

[PDF][PDF] Learning Multimodal Structures in Computer Vision

A Taalimi - 2017 - researchgate.net
In this chapter, we briefly cover sparse representation classification for single modality and
its extension for multimodal data. Understanding SRC is vital for the discussions in Chapters …