Zobrazeno 1 - 10
of 3 011
pro vyhledávání: '"Sumbul, A."'
Autor:
Clasen, Kai Norman, Hackel, Leonard, Burgert, Tom, Sumbul, Gencer, Demir, Begüm, Markl, Volker
This paper presents refined BigEarthNet (reBEN) that is a large-scale, multi-modal remote sensing dataset constructed to support deep learning (DL) studies for remote sensing image analysis. The reBEN dataset consists of 549,488 pairs of Sentinel-1 a
Externí odkaz:
http://arxiv.org/abs/2407.03653
Deep metric learning (DML) has shown to be effective for content-based image retrieval (CBIR) in remote sensing (RS). Most of DML methods for CBIR rely on a high number of annotated images to accurately learn model parameters of deep neural networks
Externí odkaz:
http://arxiv.org/abs/2406.10107
Self-supervised learning through masked autoencoders (MAEs) has recently attracted great attention for remote sensing (RS) image representation learning, and thus embodies a significant potential for content-based image retrieval (CBIR) from ever-gro
Externí odkaz:
http://arxiv.org/abs/2401.07782
Autor:
Zaman, Sumbul, Ansari, Amirul Hasan
Publikováno v:
Journal of Economic and Administrative Sciences, 2022, Vol. 40, Issue 5, pp. 913-935.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/JEAS-07-2021-0118
Federated learning (FL) enables the collaboration of multiple deep learning models to learn from decentralized data archives (i.e., clients) without accessing data on clients. Although FL offers ample opportunities in knowledge discovery from distrib
Externí odkaz:
http://arxiv.org/abs/2311.06141
Autor:
Sumbul Saifi, Shiva Shankar Gummaluri, Avantika Rani, Rayashettypura Gurushanth Shiva Manjunath
Publikováno v:
Journal of Indian Society of Periodontology, Vol 28, Iss 3, Pp 360-367 (2024)
Background: For a periodontist, treating recession is always a proud moment and a challenging task. The current trial aimed at comparing and clinically evaluating semilunar coronally repositioned flap (SCRF) and coronally advanced flap (CAF) procedur
Externí odkaz:
https://doaj.org/article/39db499dff6f4f799d389e33812efdff
Autor:
Mohammad Ejaz Ahmed, Naseem Akhter, Sumbul Fatima, Saif Ahmad, Shailendra Giri, Md Nasrul Hoda, Abdullah Shafique Ahmad
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-16 (2024)
Abstract Subarachnoid hemorrhage (SAH) is the deadliest form of hemorrhagic stroke; however, effective therapies are still lacking. Perfluorocarbons (PFCs) are lipid emulsion particles with great flexibility and their much smaller size as compared to
Externí odkaz:
https://doaj.org/article/377e1e25ca814a9cac777def24f9738f
Autor:
Shahid Ullah Khan, Ahmad Ali, Sumbul Saeed, Yonghai Fan, Ali Shehazd, Hameed Gul, Shah Fahad, Kun Lu
Publikováno v:
Journal of Integrative Agriculture, Vol 23, Iss 11, Pp 3623-3640 (2024)
Rapeseed (Brassica napus L.) is the second most widely grown premium oilseed crop globally, mainly for its vegetable oil and protein meal. One of the main goals of breeders is producing high-yield rapeseed cultivars with sustainable production to mee
Externí odkaz:
https://doaj.org/article/04b2595b310c4c25888d4400b7a57061
Deep metric learning (DML) based methods have been found very effective for content-based image retrieval (CBIR) in remote sensing (RS). For accurately learning the model parameters of deep neural networks, most of the DML methods require a high numb
Externí odkaz:
http://arxiv.org/abs/2306.11605
Autor:
Sumbul, Gencer, Demir, Begüm
Due to the publicly available thematic maps and crowd-sourced data, remote sensing (RS) image annotations can be gathered at zero cost for training deep neural networks (DNNs). However, such annotation sources may increase the risk of including noisy
Externí odkaz:
http://arxiv.org/abs/2306.08575