In this paper, the ODHVCP-HOADL model is proposed. The objective is to develop an effective IoT-based OD system for consumer products integrated with a holographic display to provide an interactive and immersive visualization experience. The…
Category: 7. Maths
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SCSFish2025: a large dataset from South China sea for coral reef fish identification
Data sources
The dataset is derived from the video captured by the underwater cameras of a set of coral reef in-situ online monitoring systems deployed by the South China Sea Ecological Center of China’s Ministry of Natural Resources at Subi…
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Crop yield and water productivity modeling using nonlinear growth functions
Field experiment
The study was conducted during the summer of 2018 at a 1300 m² field plot in the Pishvay Varamin region in central Iran (51°41’42.8″E, 35°19’51.9″N, 973 m, Fig. 1). The experiment employed two main irrigation regimes:…
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Research on UAV aerial imagery detection algorithm for Mining-Induced surface cracks based on improved YOLOv10
YOLO-LSN network overview
As shown in Fig. 1, YOLOv10 is an end-to-end real-time object detection model proposed by the Tsinghua University team in 2024. It aims to address the excessive reliance of the YOLO series on Non-Maximum Suppression…
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Analysis of collaborative robot technology patent map and research on development trends
Trend of patent applications
As shown in Fig. 1, a systematic analysis of the global annual trend in collaborative robotics patent applications provides a comprehensive understanding of the technological within this field. From 2006 to 2025, the…
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Improved faster R-CNN for steel surface defect detection in industrial quality control
Experimental preparation
NEU-DET data set
This experiment employs the NEU-DET dataset16 of hot-rolled steel strip surface defects, collected by Northeastern University. As illustrated in Fig. 6, it encompasses six typical defect categories:…
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Genome-wide iterative fine-mapping for non-Gaussian phenotypes
Overview of the method
We assume the non-Gaussian trait of interest follows a generalized linear mixed model of the form:
$$\begin{aligned} g(E(\pmb {y}|\pmb {\alpha }_1,\pmb {\alpha }_2))= & X_S \pmb {\beta }_S + X_c \pmb {\beta }_c + Z_1 \pmb…
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Research on the impact of algorithmic trading on market volatility
Hendershott, T. & Moulton, P. C. Automation, speed, and stock market quality: The NYSE’s hybrid. J Financ Markets 14(4), 568–604 (2011).
Hasbrouck, J. & Saar, G. Low-latency trading. J…
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PCPE-YOLO with a lightweight dynamically reconfigurable backbone for small object detection
Based on the YOLOv8m, this paper proposes a lightweight model friendly to small object detection, named PCPE-YOLO. All C2f modules in the original model are replaced with C2f_PIG modules, which effectively improve computational efficiency while…
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Energy-aware cluster head optimization and secure blockchain integration for heterogeneous 6G-enabled IoMT networks
This study employs various IoMT devices with distinct initial energy levels in monitoring scenarios utilizing 6G-enabled Internet of Things (IoT) capabilities. N 6G-enabled IoMT devices constitute the network, which comprises three levels of…
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