Huanlin Liu
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View article: CellBinDB: A Large-Scale Multimodal Annotated Dataset for Cell Segmentation with Benchmarking of Universal Models
CellBinDB: A Large-Scale Multimodal Annotated Dataset for Cell Segmentation with Benchmarking of Universal Models Open
In recent years, cell segmentation techniques have played a critical role in the analysis of biological images, especially for quantitative studies. Deep learning-based cell segmentation models have demonstrated remarkable performance in s…
View article: Generating single-cell gene expression profiles for high-resolution spatial transcriptomics based on cell boundary images
Generating single-cell gene expression profiles for high-resolution spatial transcriptomics based on cell boundary images Open
In spatially resolved transcriptomics, Stereo-seq facilitates the analysis of large tissues at the single-cell level, offering subcellular resolution and centimeter-level field-of-view. Our previous work on StereoCell introduced a one-stop…
View article: CellBin: a highly accurate single-cell gene expression processing pipeline for high-resolution spatial transcriptomics
CellBin: a highly accurate single-cell gene expression processing pipeline for high-resolution spatial transcriptomics Open
Background Owing to recent advances in resolution and field-of-view, spatially resolved transcriptomics sequencing, such as Stereo-seq, has emerged as a cutting-edge technology for the interpretation of large tissues at the single-cell lev…
View article: Identification of Time-Varying External Force Using Group Sparse Regularization and Redundant Dictionary
Identification of Time-Varying External Force Using Group Sparse Regularization and Redundant Dictionary Open
How to accurately identify unknown time-varying external force from measured structural responses is an important engineering problem, which is critical for assessing the safety condition of the structure. In the context of a few available…
View article: Holding-time-aware energy-efficient routing algorithm in elastic optical networks
Holding-time-aware energy-efficient routing algorithm in elastic optical networks Open
To address spectrum fragmentation and energy consumption in elastic optical networks, a holdingtime-aware energy-efficient routing algorithm is proposed herein.In the routing phase, by considering the effect of holding-time on energy consu…
View article: A Method of Fiber Bragg Grating Sensing Signal De-Noise Based on Compressive Sensing
A Method of Fiber Bragg Grating Sensing Signal De-Noise Based on Compressive Sensing Open
A novel de-noising method based on the compressive sensing reconstruction algorithm is proposed in this paper, which is used to solve the problem that the fiber Bragg grating (FBG) sensing signal is easily affected by environment interfere…
View article: Fragmentation-Avoiding Spectrum Assignment Strategy Based on Spectrum Partition for Elastic Optical Networks
Fragmentation-Avoiding Spectrum Assignment Strategy Based on Spectrum Partition for Elastic Optical Networks Open
A fragmentation-avoiding spectrum assignment strategy based on spectrum partition is proposed, which is used to resolve the spectrum fragmentation problem in elastic optical networks. For alleviating spectrum fragmentation, a spectrum part…
View article: A Grooming Nodes Optimal Allocation Method for Multicast in WDM Networks
A Grooming Nodes Optimal Allocation Method for Multicast in WDM Networks Open
The grooming node has the capability of grooming multicast traffic with the small granularity into established light at high cost of complexity and node architecture. In the paper, a grooming nodes optimal allocation (GNOA) method is propo…