Person re-identification: A retrospective on domain specific open challenges and future trends

A Zahra, N Perwaiz, M Shahzad, MM Fraz - Pattern Recognition, 2023 - Elsevier
Abstract Person Re-Identification (Re-ID) is a critical aspect of visual surveillance systems,
which aims to automatically recognize and locate individuals across a multi-camera network …

Intelligent tutoring system in education for disabled learners using human–computer interaction and augmented reality

NJ Ahuja, S Dutt, SL Choudhary… - International Journal of …, 2022 - Taylor & Francis
Abstract Learning through an Intelligent Tutoring System (ITS) lies in performing well in
academics and improving the learner's learning outcomes. The recent developments within …

Vr-proud: Vehicle re-identification using progressive unsupervised deep architecture

RMS Bashir, M Shahzad, MM Fraz - Pattern Recognition, 2019 - Elsevier
Vehicle re-identification (Re-ID) is one of the primary components of an automated visual
surveillance system. It aims to automatically identify/search vehicles in a multi-camera …

Per-former: rethinking person re-identification using transformer augmented with self-attention and contextual mapping

N Pervaiz, MM Fraz, M Shahzad - The Visual Computer, 2023 - Springer
Person re-identification (re-id) is an autonomous process that uses raw surveillance images
to identify a person across multiple non-overlapping camera views without requiring any …

Partial attention and multi-attribute learning for vehicle re-identification

S Tumrani, Z Deng, H Lin, J Shao - Pattern Recognition Letters, 2020 - Elsevier
Intelligent monitoring systems are in increasing need with the rapid growth of traffic
nowadays. Vehicle re-identification has vital applications in digital forensics to track …

Person re-identification using hybrid representation reinforced by metric learning

N Perwaiz, MM Fraz, M Shahzad - IEEE Access, 2018 - ieeexplore.ieee.org
Person Re-Identification (Re-Id) is among the main constituents of an automated visual
surveillance system. It aims at finding out true matches of a given query person from a large …

Smart surveillance with simultaneous person detection and re-identification

N Perwaiz, MM Fraz, M Shahzad - Multimedia tools and applications, 2024 - Springer
When the faces of individuals are not clearly identifiable in surveillance videos due to
variations in poses, camera viewpoints and occlusions, the appearances of people play a …

DUPL-VR: Deep unsupervised progressive learning for vehicle re-identification

RMS Bashir, M Shahzad, MM Fraz - … , ISVC 2018, Las Vegas, NV, USA …, 2018 - Springer
Vehicle re-identification (Re-ID) is a search for the similar vehicles in a multi-camera network
usually having non-overlapping field-of-views. Supervised approaches have been used …

Stochastic attentions and context learning for person re-identification

N Perwaiz, MM Fraz, M Shahzad - PeerJ Computer Science, 2021 - peerj.com
The discriminative parts of people's appearance play a significant role in their re-
identification across non overlapping camera views. However, just focusing on the …

Ubiquitous vision of transformers for person re-identification

N Perwaiz, M Shahzad, MM Fraz - Machine Vision and Applications, 2023 - Springer
Person re-identification (ReID) is a computer vision-based autonomous process that re-
identifies a query person from a set of gallery images captured by multiple non-overlapping …