FPGA Implementation of a Deep Learning Acceleration Core Architecture for Image Target Detection

Identification of Underwater Structural Bridge Damage and BIM-Based Bridge Damage Management

(2023) Xiaofei Li et al.   Applied Sciences-Basel

Automatic Ship Object Detection Model Based on YOLOv4 with Transformer Mechanism in Remote Sensing Images

(2023) Bowen Sun et al.   Applied Sciences-Basel

Research on Deep Learning Automatic Vehicle Recognition Algorithm Based on RES-YOLO Model

(2022) Yanyi Li et al.   SENSORS

CAA-YOLO: Combined-Attention-Augmented YOLO for Infrared Ocean Ships Detection

(2022) Jing Ye et al.   SENSORS

A Complete YOLO-Based Ship Detection Method for Thermal Infrared Remote Sensing Images under Complex Backgrounds

(2022) Liyuan Li et al.   Remote Sensing

Hardware acceleration for object detection using YOLOv4 algorithm on Xilinx Zynq platform

(2022) Praveenkumar Babu et al.   Journal of Real-Time Image Processing

Application Research of Bridge Damage Detection Based on the Improved Lightweight Convolutional Neural Network Model

(2022) Fujun Du et al.   Applied Sciences-Basel

An End-to-End Automated License Plate Recognition System Using YOLO Based Vehicle and License Plate Detection with Vehicle Classification

(2022) Reda Al-batat et al.   SENSORS

Automatic aircraft detection in very-high-resolution satellite imagery using a YOLOv3-based process

(2021) Yu-Ching Lin et al.   Journal of Applied Remote Sensing

OSDDY: embedded system-based object surveillance detection system with small drone using deep YOLO

(2021) Kaliappan Madasamy et al.   EURASIP Journal on Image and Video Processing

PAG-YOLO: A Portable Attention-Guided YOLO Network for Small Ship Detection

(2021) Jianming Hu et al.   Remote Sensing

BiFA-YOLO: A Novel YOLO-Based Method for Arbitrary-Oriented Ship Detection in High-Resolution SAR Images

(2021) Zhongzhen Sun et al.   Remote Sensing

ELSA

(2020) Elham Azari et al.   ACM Transactions on Embedded Computing Systems

A New Deep Learning Network for Automatic Bridge Detection from SAR Images Based on Balanced and Attention Mechanism

(2020) Lifu Chen et al.   Remote Sensing

UAV-YOLO: Small Object Detection on Unmanned Aerial Vehicle Perspective

(2020) Mingjie Liu et al.   SENSORS

Angel-Eye: A Complete Design Flow for Mapping CNN Onto Embedded FPGA

(2018) Kaiyuan Guo et al.   IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS

fpgaConvNet: Mapping Regular and Irregular Convolutional Neural Networks on FPGAs

(2018) Stylianos I. Venieris et al.   IEEE Transactions on Neural Networks and Learning Systems

Caffeine: Toward Uniformed Representation and Acceleration for Deep Convolutional Neural Networks

(2018) Chen Zhang et al.   IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS

Throughput-Optimized FPGA Accelerator for Deep Convolutional Neural Networks

(2017) Zhiqiang Liu et al.   ACM Transactions on Reconfigurable Technology and Systems