Intel OpenVINO相關學術論文
2 min readFeb 25, 2022
這裡收集了一些關於OpenVINO的學術論文，有興趣的朋友可自行點入連結，下載原始論文。
2022
- Anomalib: A Deep Learning Library for Anomaly Detection
- CDSFusion: Dense Semantic SLAM for Indoor Environment Using CPU Computing
- Automated License Plate Recognition for Resource-Constrained Environments
2021
- LIGAR: Lightweight General-purpose Action Recognition
- Towards Efficient and Data Agnostic Image Classification Training Pipeline for Embedded Systems
- DeepFreeze: Cold Boot Attacks and High Fidelity Model Recovery on Commercial EdgeML Device
- YOLOX: Exceeding YOLO Series in 2021
- Does Form Follow Function? An Empirical Exploration of the Impact of Deep Neural Network Architecture Design on Hardware-Specific Acceleration
- Open Images V5 Text Annotation and Yet Another Mask Text Spotter
- Post-training deep neural network pruning via layer-wise calibration
- SparseDNN: Fast Sparse Deep Learning Inference on CPUs
- Portability and Acceleration of Deep Learning Inferences to Detect Rapid Earthquake Damage From VHR Remote Sensing Images Using Intel OpenVINO Toolkit
- Automated Smart Traffic Junction Overhead Pole Camera Analytics with Deep Neural Network
- Tactics Overview for Implementing High-Performance Computing on Embedded Platforms
- Computer Vision-Based Assistance System for the Visually Impaired Using Mobile Edge Artificial Intelligence
2020
- DXSLAM: A Robust and Efficient Visual SLAM System with Deep Features
- ASL Recognition with Metric-Learning based Lightweight Network
- Neural Network Compression Framework for fast model inference
- Training Progressively Binarizing Deep Networks Using FPGAs
- OpenVINO Deep Learning Workbench: Towards Analytical Platform for Neural Networks Inference Optimization
- DL-inferencing for 3D Cephalometric Landmarks Regression task using OpenVINO
- Face reidentification system to track factory visitors using OpenVINO
- ANTA: Accelerated Network Traffic Analytics
- InnovFaceNet: Deep Face Recognition for Industrial Environments
2019
- NTP : A Neural Network Topology Profiler
- OpenVINO Deep Learning Workbench: Comprehensive Analysis and Tuning of Neural Networks Inference
- Recognition of various objects from a certain categorical set in real time using deep convolutional neural networks
- Hand Gesture Recognition Using Movidius Neural Compute Stick
2018
- Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose
- Development of Real-time ADAS Object Detector for Deployment on CPU
- Optimizing CNN Model Inference on CPUs
資料來源：Google學術搜尋、arXiv、ResearchGate等
ps. 文章清單排序無任何意義，僅依收錄順序，這裡僅收錄可下載原文之項目，其餘請自行搜尋。
