Sensitive Object Trigger-Based Fragile Watermarking for Integrity Verification of Remote Sensing Object Detection Models by Xin Xu, Zihao Wang, Weitong Chen, Wei Tang, Na Ren, Changqing Zhu

Subjects: “…remote sensing object detection…”
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Remote Sensing Small Object Detection Based on Multicontextual Information Aggregation by Jingyu Wang, Mingrui Ma, Pengfei Huang, Shaohui Mei, Liang Zhang, Hongmei Wang

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Real-Time Vehicle Type Detection and Counting for Emission Pollution Monitoring and Traffic Violation Identification by Md Mizanur Rahman, Mohammad Asifur Rahim, Umme Ayman, Amir Sohel, Md Ali Hossain, Mohammad Ali Moni, Ahmed Moustafa

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Target recognition in diverse synthetic aperture radar image datasets with low size weight and power processing hardware by Richard O. Lane, Wendy J. Holmes, Timothy Lamont‐Smith

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Evaluating YOLOv8-Based Distance Estimation: A Comparison of OpenCV and Coordinate Attention Weighting in Blind Navigation Systems by Erwin Syahrudin, Ema Utami, Anggit Dwi Hartanto, Suwanto Raharjo

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A computer vision and point cloud-based monitoring approach for automated construction tasks using full-scale robotized mobile cranes by Xiao Pan, Tony T. Y. Yang, Ruiwu Liu, Yifei Xiao, Fan Xie

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DGS-Yolov7-Tiny: a lightweight pest and disease target detection model suitable for edge computing environments by Ping Yu, Baoshu Zong, Xiaozhong Geng, Hui Yan, Baijin Liu, Cheng Chen, Hupeng Liu, Xiaoqing Xu

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SODRS: Semisupervised Learning for One-Stage Small Object Detection in Remote Sensing Images by Mingquan Liu, Lei Kuang, Chengjun Li, Jing Tian, Zifang Chen, Xuewu Han

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ESPCN-YOLO: A High-Accuracy Framework for Personal Protective Equipment Detection Under Low-Light and Small Object Conditions by Suphawut Malaikrisanachalee, Narongrit Wongwai, Ekasith Kowcharoen

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MAS-YOLOv11: An Improved Underwater Object Detection Algorithm Based on YOLOv11 by Yang Luo, Aiping Wu, Qingqing Fu

Subjects: “…underwater object detection…”
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Application of Roadside Perception Method Based on Improved DeepSORT in Surface Mine by YUE Wei, LIN Jun, KANG Gaoqiang, YOU Jun, XU Yanghan, TONG Hao

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GD-Det: Low-Data Object Detection in Foggy Scenarios for Unmanned Aerial Vehicle Imagery Using Re-Parameterization and Cross-Scale Gather-and-Distribute Mechanisms by Rui Shi, Lili Zhang, Gaoxu Wang, Shutong Jia, Ning Zhang, Chensu Wang

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BSE-YOLO: An Enhanced Lightweight Multi-Scale Underwater Object Detection Model by Yuhang Wang, Hua Ye, Xin Shu

Subjects: “…underwater object detection…”
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Real-Time Multi-Task Deep Learning Model for Polyp Detection, Characterization, and Size Estimation by Phanukorn Sunthornwetchapong, Kasichon Hombubpha, Kasenee Tiankanon, Satimai Aniwan, Pasit Jakkrawankul, Natawut Nupairoj, Peerapon Vateekul, Rungsun Rerknimitr

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TSD-Net: A Traffic Sign Detection Network Addressing Insufficient Perception Resolution and Complex Background by Chengcheng Ma, Chang Liu, Litao Deng, Pengfei Xu

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AFHNet: Attention-Free Hybrid Network for Salient Object Detection in Underwater Images by Qian Tang, Zhen Wang, Xuqi Wang, Shan-Wen Zhang

Subjects: “…Underwater salient object detection…”
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Enhanced YOLOv12 Through Sliced Contrastive Supervision and Full Scene Fine-Tuning by Javier E. Garza, Muhammad F. Islam

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PIFRNet: Position Information Guided Feature Reconstruction Network for Salient Object Detection in Remote Sensing Images by Zhen Wang, Ruixiang Li, Xiaotian Wang, Nan Xu, Zhuhong You

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A Drilling Debris Tracking and Velocity Measurement Method Based on Fine Target Feature Fusion Optimization by Jinteng Yang, Yu Bao, Zumao Xie, Haojie Zhang, Zhongnian Li, Yonggang Li

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A Rapid Concrete Crack Detection Method Based on Improved YOLOv8 by Yongzhen Wang, Jiacong He

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