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Real-time attention-based embedded LSTM for dynamic sign language recognition on edge devices J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-03-16 Vaidehi Sharma, Abhishek Sharma, Sandeep Saini
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Deeplab-YOLO: a method for detecting hot-spot defects in infrared image PV panels by combining segmentation and detection J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-03-13 Ye Lei, Xiaoye Wang, Aimin An, Haijiao Guan
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TinyEmergencyNet: a hardware-friendly ultra-lightweight deep learning model for aerial scene image classification J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-03-13 Obed M. Mogaka, Rami Zewail, Koji Inoue, Mohammed S. Sayed
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Design and implementation of hybrid (radix-8 Booth and TRAM) approximate multiplier using 15-4 approximate compressors for image processing application J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-03-12 Srikanth Immareddy, Arunmetha Sundaramoorthy, Aravindhan Alagarsamy
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A lightweight YOLOv8 integrating FasterNet for real-time underwater object detection J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-03-11 An Guo, Kaiqiong Sun, Ziyi Zhang
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A novel finetuned YOLOv8 model for real-time underwater trash detection J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-03-08 Chhaya Gupta, Nasib Singh Gill, Preeti Gulia, Sangeeta Yadav, Jyotir Moy Chatterjee
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Neural network accelerator with fast buffer design for computer vision J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-03-08 Shih-Chang Hsia, Yu-Xiang Zhang
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Research and implementation of adaptive stereo matching algorithm based on ZYNQ J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-03-05 Yong Liang, Daoqian Lin, Zetao Chen, Yan Zhi, Junwen Tan, Zhenhao Yang, Jie Li
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A novel multiplier-less convolution core for YOLO CNN ASIC implementation J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-03-04
Abstract The You Only Look Once (YOLO) algorithm has a good trade-off between accuracy and execution speed in object detection. The main bottleneck of execution speed in YOLO is the optimum implementation of the Convolutional Neural Network (CNN). Reducing convolution core resources to increase parallelism can significantly increase the execution speed of the Algorithm. A new ASIC Processing Element
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Improving small object detection via context-aware and feature-enhanced plug-and-play modules J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-03-01 Xiao He, Xiaolong Zheng, Xiyu Hao, Heng Jin, Xiangming Zhou, Lihuan Shao
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Real-time and accurate deep learning-based multi-organ nucleus segmentation in histology images J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-02-29 Noha Y. Ahmed
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Enhancing low-light images via skip cross-attention fusion and multi-scale lightweight transformer J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-02-27 Jianming Zhang, Zi Xing, Mingshuang Wu, Yan Gui, Bin Zheng
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Temporal feature markers for event cameras J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-02-27 Yue You, Mingzhu Zhu, Bingwei He, Yihong Wang
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EMFANet: a lightweight network with efficient multi-scale feature aggregation for real-time semantic segmentation J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-02-27 Xuegang Hu, Yan Ke
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Edge-computing-assisted intelligent processing of AI-generated image content J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-02-25 Suzhen Wang, Yongchen Deng, Lisha Hu, Ning Cao
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Cross-CBAM: a lightweight network for real-time scene segmentation J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-02-24 Zhengbin Zhang, Zhenhao Xu, Xingsheng Gu, Juan Xiong
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The real-time detection method for coal gangue based on YOLOv8s-GSC J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-02-23 Kaiyun Chen, Bo Du, Yanwei Wang, Guoxin Wang, Junxi He
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Accurate and real-time visual detection algorithm for environmental perception of USVS under all-weather conditions J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-02-22 Kaiyuan Dong, Tao Liu, Zhen Shi, Yang Zhang
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Real-time detection algorithm for digital meters based on multi-scale feature fusion and GCS J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-02-19 Zhaoming Hao, Xiaoqiong Zhang, Hongyan Li, Meng Xu, Ziyang Zhang, Zhan Wang, Weifeng Wang
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Implementation of JPEG XS entropy encoding and decoding on FPGA J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-02-19 Shuang Tian, Qinghua Song, Jialin He, Yihan Wang, Kai Nie, Gang Du, Ling Bu
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L-SSD: lightweight SSD target detection based on depth-separable convolution J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-02-16 Huilin Wang, Huaming Qian, Shuai Feng, Wenna Wang
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Modeling, hardware architecture, and performance analyses of an AEAD-based lightweight cipher J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-02-15
Abstract Ensuring data security and integrity is crucial for achieving the highest level of protection and performance in modern cyber-physical systems (CPS). Authenticated encryption with associated data (AEAD) is an efficient and secure way to encrypt data that ensures confidentiality and authenticity. The proposed work focuses on image encryption using the TinyJAMBU cipher within the AEAD scheme
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Explaining decisions of a light-weight deep neural network for real-time coronary artery disease classification in magnetic resonance imaging J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-02-10 Talha Iqbal, Aaleen Khalid, Ihsan Ullah
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VI-NeRF-SLAM: a real-time visual–inertial SLAM with NeRF mapping J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-02-09 DaoQing Liao, Wei Ai
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Multi-scale feature fusion with attention mechanism for crowded road object detection J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-02-08 Jingtao Wu, Guojun Dai, Wenhui Zhou, Xudong Zhu, Zengguan Wang
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Rep-YOLO: an efficient detection method for mine personnel J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-02-06 Xiaoqiang Shao, Shibo Liu, Xin Li, Zhiyue Lyu, Hao Li
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MCX-YOLOv5: efficient helmet detection in complex power warehouse scenarios J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-01-30 Hongchao Xu, Zhenyu Wu
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An efficient versatile video coding motion estimation hardware J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-01-29
Abstract Versatile Video Coding (VVC) is the latest video coding standard. It provides higher compression efficiency than the previous video coding standards at the cost of significant increase in computational complexity. Motion estimation (ME) is the most time consuming and memory intensive module in VVC encoder. Therefore, in this paper, we propose an efficient VVC ME hardware. It is the first VVC
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MED-YOLOv8s: a new real-time road crack, pothole, and patch detection model J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-01-29 Minghu Zhao, Yaoheng Su, Jiuxin Wang, Xinru Liu, Kaihang Wang, Zishen Liu, Man Liu, Zhou Guo
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A novel lightweight real-time traffic sign detection method based on an embedded device and YOLOv8 J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-01-26 Yuechen Luo, Yusheng Ci, Shixin Jiang, Xiaoli Wei
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Fast partition algorithm in depth map intra coding unit based on multi-deep convolution neural network J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-01-23 Nacir Omran, Amna Maraoui, Imen Werda, Belgacem Hamdi
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Research on improved YOLOv8 algorithm for insulator defect detection J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-01-13 Lin Zhang, Boqun Li, Yang Cui, Yushan Lai, Jing Gao
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Improved small foreign object debris detection network based on YOLOv5 J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-01-12 Heng Zhang, Wei Fu, Dong Li, Xiaoming Wang, Tengda Xu
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Performance verification and latency time evaluation of hardware image processing module for appearance inspection systems using FPGA J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-01-10 Yukinobu Hoshino, Masahiro Shimasaki, Namal Rathnayake, Tuan Linh Dang
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Deep learning models for bolus segmentation in videofluoroscopic swallow studies J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-01-05 Wuqi Li, Shitong Mao, Amanda S. Mahoney, Sandra Petkovic, James L. Coyle, Ervin Sejdić
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Lightweight network for small target fall detection based on feature fusion and dynamic convolution J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-01-05 Qihao Zhang, Xu Bao, Shantong Sun, Feng Lin
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HW/SW co-design on embedded SoC FPGA for star tracking optimization in space applications J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-01-04 Vasileios Panousopoulos, Emmanouil Papaloukas, Vasileios Leon, Dimitrios Soudris, Emmanuel Koumandakis, George Lentaris
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FPGA implementation of compact and low-power multiplierless architectures for DWT and IDWT J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-01-07 Jhilam Jana, Ritesh Sur Chowdhury, Sayan Tripathi, Jaydeb Bhaumik
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Speed Matters, a robust infrared and visible image matching method at real-time speed J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-01-02 Rong Chang, Chuanxu Yang, Hang Zhang, Housheng Xie, Chengjiang Zhou, Anning Pan, Yang Yang
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Privacy-preserving vertical federated broad learning system for artificial intelligence generated image content J. Real-Time Image Proc. (IF 3.0) Pub Date : 2024-01-02 Fengyin Li, Junrong Ge, Xiaojiao Wang, Gang Zhao, Xilong Yu, Xinru Li
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Improved discrete Tchebichef transform approximations for efficient image compression J. Real-Time Image Proc. (IF 3.0) Pub Date : 2023-12-26 Abdelkader Mefoued, Nasreddine Kouadria, Saliha Harize, Noureddine Doghmane
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Unsupervised learning-based fast CU size decision for geometry videos in V-PCC J. Real-Time Image Proc. (IF 3.0) Pub Date : 2023-12-23 Yue Li, Jun Huang, Chaofeng Wang, Hongyue Huang
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Edge devices-oriented surface defect segmentation by GhostNet Fusion Block and Global Auxiliary Layer J. Real-Time Image Proc. (IF 3.0) Pub Date : 2023-12-26 Igi Ardiyanto
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Real-time continuous handwritten trajectories recognition based on a regression-based temporal pyramid network J. Real-Time Image Proc. (IF 3.0) Pub Date : 2023-12-22 Chengfeng Jian, Mengqi Wang, Min Ye, Meiyu Zhang
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EVBS-CAT: enhanced video background subtraction with a controlled adaptive threshold for constrained wireless video surveillance J. Real-Time Image Proc. (IF 3.0) Pub Date : 2023-12-15 Ahcen Aliouat, Nasreddine Kouadria, Moufida Maimour, Saliha Harize
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A real-time object detection method for underwater complex environments based on FasterNet-YOLOv7 J. Real-Time Image Proc. (IF 3.0) Pub Date : 2023-12-12 Qing Yang, Huijuan Meng, Yuchen Gao, Dexin Gao
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YOLO-MSFR: real-time natural disaster victim detection based on improved YOLOv5 network J. Real-Time Image Proc. (IF 3.0) Pub Date : 2023-12-08 Shuai Hao, Qiulin Zhao, Xu Ma, Yingqi Wu, Shan Gao, Chenlu Yang, Tian He
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Lightweight parameter de-redundancy demoiréing network with adaptive wavelet distillation J. Real-Time Image Proc. (IF 3.0) Pub Date : 2023-11-30 Jiacong Chen, Qingyu Mao, Youneng Bao, Yingcong Huang, Fanyang Meng, Yongsheng Liang
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A GPU optimization workflow for real-time execution of ultra-high frame rate computer vision applications J. Real-Time Image Proc. (IF 3.0) Pub Date : 2023-11-26 Mohsen Nourazar, Brian G. Booth, Bart Goossens
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Lightweight ship target detection algorithm based on improved YOLOv5s J. Real-Time Image Proc. (IF 3.0) Pub Date : 2023-11-23 Long Qian, Yuanzhou Zheng, Jingxin Cao, Yong Ma, Yuanfeng Zhang, Xinyu Liu
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Real-time AI-assisted visual exercise pose correctness during rehabilitation training for musculoskeletal disorder J. Real-Time Image Proc. (IF 3.0) Pub Date : 2023-11-22 Dilliraj Ekambaram, Vijayakumar Ponnusamy
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A real-time and high-performance MobileNet accelerator based on adaptive dataflow scheduling for image classification J. Real-Time Image Proc. (IF 3.0) Pub Date : 2023-11-24 Xiaoting Sang, Tao Ruan, Chunlei Li, Huanyu Li, Ruimin Yang, Zhoufeng Liu
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Light-Deeplabv3+: a lightweight real-time semantic segmentation method for complex environment perception J. Real-Time Image Proc. (IF 3.0) Pub Date : 2023-11-17 Peng Ding, Huaming Qian
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A novel algorithm for human action recognition in compressed domain using attention-guided approach J. Real-Time Image Proc. (IF 3.0) Pub Date : 2023-11-06 S. M. Praveenkumar, Prakashgoud Patil, P. S. Hiremath
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Lite-YOLOv3: a real-time object detector based on multi-scale slice depthwise convolution and lightweight attention mechanism J. Real-Time Image Proc. (IF 3.0) Pub Date : 2023-11-07 Yipeng Zhou, Huaming Qian, Peng Ding
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A real-time fall detection model based on BlazePose and improved ST-GCN J. Real-Time Image Proc. (IF 3.0) Pub Date : 2023-11-04 Yu Zhang, Junsi Gan, Zewei Zhao, Junliang Chen, Xiaofeng Chen, Yinliang Diao, Shuqin Tu
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Performance analysis of optimized versatile video coding software decoders on embedded platforms J. Real-Time Image Proc. (IF 3.0) Pub Date : 2023-10-31 Anup Saha, Wassim Hamidouche, Miguel Chavarrías, Fernando Pescador, Ibrahim Farhat
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Frappe: fast fiducial detection on low cost hardware J. Real-Time Image Proc. (IF 3.0) Pub Date : 2023-10-24 Simon Jones, Sabine Hauert
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Real-time power line segmentation detection based on multi-attention with strong semantic feature extractor J. Real-Time Image Proc. (IF 3.0) Pub Date : 2023-10-21 Qian Zhao, Tangyu Ji, Shuang Liang, WenTao Yu, Chao Yan
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Efficient memory reuse methodology for CNN-based real-time image processing in mobile-embedded systems J. Real-Time Image Proc. (IF 3.0) Pub Date : 2023-10-21 Kairong Zhao, Yinghui Chang, Weikang Wu, Hongyin Luo, Zirun Li, Shan He, Donghui Guo