Zobrazeno 1 - 10
of 4 135
pro vyhledávání: '"Saliency map"'
Autor:
Dmitry A. Esipov
Publikováno v:
Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki, Vol 24, Iss 3, Pp 490-499 (2024)
Artificial intelligence has become widespread in image processing tasks. At the same time, the number of vulnerabilities is increasing in systems implementing these artificial intelligence technologies (the attack surface is increasing). The main t
Externí odkaz:
https://doaj.org/article/34d19082a1b340798028026854c7830e
Advanced interpretable diagnosis of Alzheimer's disease using SECNN-RF framework with explainable AI
Publikováno v:
Frontiers in Artificial Intelligence, Vol 7 (2024)
Early detection of Alzheimer's disease (AD) is vital for effective treatment, as interventions are most successful in the disease's early stages. Combining Magnetic Resonance Imaging (MRI) with artificial intelligence (AI) offers significant potentia
Externí odkaz:
https://doaj.org/article/1081d997907b432eb1e1bc83f9529f91
Publikováno v:
PeerJ Computer Science, Vol 10, p e2083 (2024)
Aiming to automatically monitor and improve stereoscopic image and video processing systems, stereoscopic image quality assessment approaches are becoming more and more important as 3D technology gains popularity. We propose a full-reference stereosc
Externí odkaz:
https://doaj.org/article/c9db083ed19e4696b9fddc15415021a7
Publikováno v:
Healthcare Analytics, Vol 5, Iss , Pp 100323- (2024)
Brain tumors are life-threatening and are typically identified by experts using imaging modalities like Magnetic Resonance Imaging (MRI), Computed Tomography (CT), and Positron Emission Tomography (PET). However, any error due to human intervention i
Externí odkaz:
https://doaj.org/article/e67548c377d946a99b357aa788b15268
Publikováno v:
Tongxin xuebao, Vol 45, Pp 180-193 (2024)
In order to generate high-quality electromagnetic signal countermeasure examples, a fast Jacobian saliency map attack (FJSMA) method was proposed.The Jacobian matrix of the attack target class was calculated and feature saliency maps based on the mat
Externí odkaz:
https://doaj.org/article/074cc49d5daf421c8d7b461c7bb231bf
Publikováno v:
IEEE Access, Vol 12, Pp 86541-86552 (2024)
In this study, we propose novel approaches for generating adversarial examples targeting machine learning-based image cropping systems. Image cropping is crucial for meeting display space restrictions and highlighting content’s interest areas. Howe
Externí odkaz:
https://doaj.org/article/538d210247294a2e8dafefaa0c81db37
Autor:
Aysha Naseer, Hamdan A. Alzahrani, Nouf Abdullah Almujally, Khaled Al Nowaiser, Naif Al Mudawi, Asaad Algarni, Jeongmin Park
Publikováno v:
IEEE Access, Vol 12, Pp 37165-37178 (2024)
Machines need to be able to recognize and understand complex visual surroundings to function at their best in a variety of contexts. Here, we address the difficult problem of multi-object recognition to obtain a sophisticated knowledge of complex vis
Externí odkaz:
https://doaj.org/article/ef95f62249a34589a3d825d8a3bc5fe5
Publikováno v:
Diagnostics, Vol 14, Iss 14, p 1567 (2024)
Deep learning architectures like ResNet and Inception have produced accurate predictions for classifying benign and malignant tumors in the healthcare domain. This enables healthcare institutions to make data-driven decisions and potentially enable e
Externí odkaz:
https://doaj.org/article/f9274f056503478a9c091966ef336ac1
Publikováno v:
Радіоелектронні і комп'ютерні системи, Vol 0, Iss 1, Pp 112-121 (2023)
Images are mainly viewed and analyzed by humans. Because of this, in the characterization of image quality and effectiveness of image processing, it is necessary to take into account the peculiarities of the human vision system and cognition that are
Externí odkaz:
https://doaj.org/article/df9d5fc4cbc242e8acccd3b0ab52740d
Publikováno v:
Applied Sciences, Vol 14, Iss 8, p 3433 (2024)
Salient object detection aims to distinguish the most visually conspicuous regions, playing an important role in computer vision tasks. However, complex natural scenarios can challenge salient object detection, hindering accurate extraction of object
Externí odkaz:
https://doaj.org/article/f7c41e09f8b349e9994d4a7c3a02941a