[HTML][HTML] Polarimetric imaging via deep learning: A review

X Li, L Yan, P Qi, L Zhang, F Goudail, T Liu, J Zhai… - Remote Sensing, 2023 - mdpi.com
Polarization can provide information largely uncorrelated with the spectrum and intensity.
Therefore, polarimetric imaging (PI) techniques have significant advantages in many fields …

A comprehensive review of modern object segmentation approaches

Y Wang, U Ahsan, H Li, M Hagen - Foundations and Trends® …, 2022 - nowpublishers.com
Image segmentation is the task of associating pixels in an image with their respective object
class labels. It has a wide range of applications in many industries including healthcare …

[HTML][HTML] Triple-discriminator generative adversarial network for infrared and visible image fusion

A Song, H Duan, H Pei, L Ding - Neurocomputing, 2022 - Elsevier
We aim to address the challenging task of infrared and visible image fusion. The existed
fusion methods cannot achieve the balance of clear boundaries and rich details. In this …

Deep polarization reconstruction with PDAVIS events

H Mei, Z Wang, X Yang, X Wei… - Proceedings of the …, 2023 - openaccess.thecvf.com
The polarization event camera PDAVIS is a novel bio-inspired neuromorphic vision sensor
that reports both conventional polarization frames and asynchronous, continuously per-pixel …

Emergent visual sensors for autonomous vehicles

Y Li, J Moreau, J Ibanez-Guzman - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
For vehicles to navigate autonomously, they need to perceive and understand their
immediate surroundings. Currently, cameras are the preferred sensors, due to their high …

PODB: A learning-based polarimetric object detection benchmark for road scenes in adverse weather conditions

Z Zhu, X Li, J Zhai, H Hu - Information Fusion, 2024 - Elsevier
Due to its insensitivity to light intensity and the capability to capture multidimensional
information, polarimetric imaging technology has been proven to have advantages over …

Transparent objects segmentation based on polarization imaging and deep learning

R Yu, W Ren, M Zhao, J Wang, D Wu, Y Xie - Optics Communications, 2024 - Elsevier
Previous investigations relied on intensity, degree of linear polarization, and angle of linear
polarization for transparent object (TO) segmentation. However, no research have examined …

All-weather pedestrian detection based on double-stream multispectral network

CH Hsia, HC Peng, HT Chan - Electronics, 2023 - mdpi.com
Recently, advanced driver assistance systems (ADAS) have attracted wide attention in
pedestrian detection for using the multi-spectrum generated by multi-sensors. However, it is …

Urban objects classification using Mueller matrix polarimetry and machine learning

I Estévez, F Oliveira, P Braga-Fernandes, M Oliveira… - Optics express, 2022 - opg.optica.org
Detecting and recognizing different kinds of urban objects is an important problem, in
particular, in autonomous driving. In this context, we studied the potential of Mueller matrix …

Metasurface-based computational imaging: a review

X Hu, W Xu, Q Fan, T Yue, F Yan, Y Lu… - Advanced …, 2024 - spiedigitallibrary.org
Metasurface-based imaging has attracted considerable attention owing to its compactness,
multifunctionality, and subwavelength coding capability. With the integration of …