BD-WNet: Boundary Decoupling-Based W-Shape Network for Road Segmentation in Optical Remote Sensing Imagery by Shilong Fan, Jianlin Xie, Yin Zhuang, He Chen, Zhibao Su, Lianlin Li

“…In this article, a novel architecture called boundary decoupling-based W-shape network (BD-WNet) is proposed for achieving road segmentation from optical remote sensing imagery. …”
Get full text

Water Classification Using Convolutional Neural Network by Saira Asghar, Ghulam Gilanie, Mubbashar Saddique, Hafeez Ullah, Heba G. Mohamed, Irshad Ahmed Abbasi, Mohamed Abbas

Subjects: Get full text

Thermodynamics, economy and environment analyses and optimization of series, parallel, dual-loop Kalina cycles for double-source heat recovery in cement industry. by Yali Wang, Yongjun Xu, Yongliang Qiu, Shengwang Ning

“…In addition, under TOD, TEOD and TEEOD scenarios, DL-KC is the best selection from the thermodynamic, economic and environmental perspectives, with the corresponding Wnet of 7166 kW, 6904 kW and 6838 kW, the EPC of 0.00476 $/kWh, 0.00369 $/kWh and 0.00362$/kWh, the EIL of 0.0597 mPEChina,90/kWh, 0.0599 mPEChina,90/kW and 0.0593 mPEChina,90/kW. …”
Get full text

CellSeg3D, Self-supervised 3D cell segmentation for fluorescence microscopy by Cyril Achard, Timokleia Kousi, Markus Frey, Maxime Vidal, Yves Paychere, Colin Hofmann, Asim Iqbal, Sebastien B Hausmann, Stéphane Pagès, Mackenzie Weygandt Mathis

“…Here, we introduce a set of models including a 3D transformer (SwinUNetR) and a novel 3D self-supervised learning method (WNet3D) designed to address the inherent complexity of generating 3D ground truth data and quantifying nuclei in 3D volumes. …”
Get full text

Exergy Analysis of Two Kinds of Solar-Driven Cogeneration Systems in Lhasa, Tibet, China by Haofei Zhang, Bo Lei, Tao Yu, Zhida Zhao

“…This study shows that, from the perspective of Wnet or E̲n, the parallel mode is superior to the series mode. …”
Get full text