Zobrazeno 1 - 10
of 12
pro vyhledávání: '"Redha Touati"'
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 13, Pp 588-600 (2020)
In this article, we propose a novel and simple automatic model based on multimodal anomaly feature learning in a residual space, aiming at solving the binary classification problem of temporal change detection (CD) between pairs of heterogeneous remo
Externí odkaz:
https://doaj.org/article/e84f6d6127b14886a67167740702e8a6
Autor:
Redha Touati, Samuel Kadoury
Publikováno v:
Physics in Medicine & Biology.
Objective.Multi-parametric MR image synthesis is an effective approach for several clinical applications where specific modalities may be unavailable to reach a diagnosis. While technical and practical conditions limit the acquisition of new modaliti
Publikováno v:
Advances in Science, Technology and Engineering Systems Journal. 5:1288-1298
Publikováno v:
IEEE Transactions on Image Processing. 29:757-767
This work presents a Bayesian statistical approach to the multimodal change detection (CD) problem in remote sensing imagery. More precisely, we formulate the multimodal CD problem in the unsupervised Markovian framework. The main novelty of the prop
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 12:3588-3601
Analysis of heterogeneous remote sensing image is a challenging and complex problem due to the fact that the local statistics of the data to be processed can be radically different. In this article, we present a novel and reliable unsupervised change
Publikováno v:
IPTA
The increasing diversity of space and airborne remote sensing sensors explains why change detection in heterogeneous bitemporal satellite images has become an important but difficult emerging research topic in remote sensing for rapid damage assessme
An Energy-Based Model Encoding Nonlocal Pairwise Pixel Interactions for Multisensor Change Detection
Autor:
Redha Touati, Max Mignotte
Publikováno v:
IEEE Transactions on Geoscience and Remote Sensing. 56:1046-1058
Image change detection (CD) is a challenging problem, particularly when images come from different sensors. In this paper, we present a novel and reliable CD model, which is first based on the estimation of a robust similarity-feature map generated f
Publikováno v:
Physics in Medicine & Biology. 66:095001
With the emergence of online MRI radiotherapy treatments, MR-based workflows have increased in importance in the clinical workflow. However proper dose planning still requires CT images to calculate dose attenuation due to bony structures. In this pa
Publikováno v:
IPTA
Multimodal change detection in satellite images is a challenging and complex problem mainly because the local statistics of the images to be compared can be very different. In this paper, we present a novel, reliable and simple change detection opera
Autor:
Max Mignotte, Redha Touati
Publikováno v:
IPTA
It is generally well known that the overall performance of the most widely used types of unsupervised change detection methods, based on the luminance pixel-wise difference, is mainly relied on the quality of the so-called difference image and the ac