Quality guided sketch-to-photo image synthesis

U Osahor, H Kazemi, A Dabouei… - Proceedings of the …, 2020 - openaccess.thecvf.com
Facial sketches drawn by artists are widely used for visual identification applications and
mostly by law enforcement agencies, but the quality of these sketches depend on the ability …

Super resolution-assisted deep aerial vehicle detection

SN Ferdous, M Mostofa… - Artificial Intelligence and …, 2019 - spiedigitallibrary.org
Vehicle detection in aerial imagery has become tremendously a challenging task due to the
low resolution characteristics of the aerial images. Super-Resolution; a technique which …

Attribute-guided coupled gan for cross-resolution face recognition

V Talreja, F Taherkhani, MC Valenti… - 2019 IEEE 10th …, 2019 - ieeexplore.ieee.org
In this paper, we propose a novel attribute-guided cross-resolution (low-resolution to high-
resolution) face recognition framework that leverages a coupled generative adversarial …

Zero-shot deep hashing and neural network based error correction for face template protection

V Talreja, MC Valenti… - 2019 IEEE 10th …, 2019 - ieeexplore.ieee.org
In this paper, we present a novel architecture that integrates a deep hashing framework with
a neural network decoder (NND) for application to face template protection. It improves upon …

Learning to authenticate with deep multibiometric hashing and neural network decoding

V Talreja, S Soleymani, MC Valenti… - ICC 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
In this paper, we propose a novel multimodal deep hashing neural decoder (MDHND)
architecture, which integrates a deep hashing framework with a neural network decoder …

Locality-sensitive hashing of soft biometrics for efficient face image database search and retrieval

AA Alshahrani, ES Jaha - Electronics, 2023 - mdpi.com
As multimedia technology has advanced in recent years, the use of enormous image
libraries has dramatically expanded. In applications for image processing, image retrieval …

Deep sparse band selection for hyperspectral face recognition

F Taherkhani, J Dawson, NM Nasrabadi - Hyperspectral Image Analysis …, 2020 - Springer
Hyperspectral imaging systems collect and process information from specific wavelengths
across the electromagnetic spectrum. The fusion of multi-spectral bands in the visible …

Discriminative feature mining hashing for fine-grained image retrieval

W Lang, H Sun, C Xu, N Liu, H Zhou - Journal of Visual Communication and …, 2022 - Elsevier
With the development of multimedia technology, fine-grained image retrieval has gradually
become a new hot topic in computer vision, while its accuracy and speed are limited due to …

Optimizing the performance of MLP and SVR predictors based on logical oring and experimental ranking equation

N Al-Rousan, H Al-Najjar - Journal of the Chinese Institute of …, 2021 - Taylor & Francis
Improving conventional prediction systems is widely used to optimize the learning process,
achieve higher performance, and avoid overfitting. This paper's purpose is to propose a new …

Deep adversarial attack on target detection systems

UM Osahor, NM Nasrabadi - Artificial intelligence and …, 2019 - spiedigitallibrary.org
Target detection systems identify targets by localizing their coordinates on the input image of
interest. This is ideally achieved by labeling each pixel in an image as a background or a …