Acceleration of Object Detection Based on Deep Neural Networks

Acceleration of Object Detection Based on Deep Neural Networks

碩士 === 國立中山大學 === 資訊工程學系研究所 === 107 === Deep learning (DL) is a popular research topic in artificial intelligence (AI) and has been successfully applie to many AI applications including image classification, speech recognition, object detection. DL-based object detection architectures can be divided...

Full description

Bibliographic Details
Main Authors:	Jing-Fu Zhan, 詹景富
Other Authors:	Shen-Fu Hsiao
Format:	Others
Language:	zh-TW
Published:	2018
Online Access:	http://ndltd.ncl.edu.tw/handle/pka2dt

Similar Items

Deep Neural Networks for Object Detection
Published: (2016)

Hardware Architecture Design and Implementation of Deep Convolutional Neural Network Accelerator for Real-Time Object Detection
by: Chien-Wei Wu, et al.
Published: (2019)

Fast object detection based on binary deep convolution neural networks
by: Siyang Sun, et al.
Published: (2018-12-01)

Objects Detection Based on Deep Learning with A Convolutional Neural Network Architecture
by: Chen, Huan-Chieh, et al.
Published: (2018)

Object Detection and Depth Estimation Approach Based on Deep Convolutional Neural Networks
by: Huai-Mu Wang, et al.
Published: (2021-07-01)

DetReco: Object-Text Detection and Recognition Based on Deep Neural Network
by: Fan Zhang, et al.
Published: (2020-01-01)

Deep Convolutional Neural Network with Scene-centric and Object-centric Information for Object Detection
by: Zong-Ying Shen, et al.
Published: (2017)

Detecting Objects in Satellite Images Using Deep Learning Neural Networks
by: Shuo-Yuan Sun, et al.
Published: (2018)

Object Detection in Infrared Images using Deep Convolutional Neural Networks
by: Jangblad, Markus
Published: (2018)

Real-time Small Object Detection using Deep Neural Networks
by: Tivelius, Malcolm
Published: (2021)

A Survey of Graphical Page Object Detection with Deep Neural Networks
by: Jwalin Bhatt, et al.
Published: (2021-06-01)

Design of Arithmetic Units for Deep Neural Network Accelerators
by: Yu-Zhang Chen, et al.
Published: (2018)

Hardware Acceleration of Deep Convolutional Neural Networks on FPGA
Published: (2018)

A Survey of Accelerator Architectures for Deep Neural Networks
by: Yiran Chen, et al.
Published: (2020-03-01)

Deep Neural Network Acceleration With Sparse Prediction Layers
by: Zhongtian Yao, et al.
Published: (2020-01-01)

APPLICATION OF A CONVOLUTIONAL NEURAL NETWORK AND A KOHONEN NETWORK FOR ACCELERATED DETECTION AND RECOGNITION OF OBJECTS IN IMAGES
by: Victor Skuratov, et al.
Published: (2020-07-01)

Fast and Accurate Object Detection in Remote Sensing Images Based on Lightweight Deep Neural Network
by: Lei Lang, et al.
Published: (2021-08-01)

Detection and Recognition of SAR Small Ship Objects Using Deep Neural Network
Published: (2019-06-01)

MPNET: An End-to-End Deep Neural Network for Object Detection in Surveillance Video
by: Hanyu Wang, et al.
Published: (2018-01-01)

Gait-Based Identification Using Deep Recurrent Neural Networks and Acceleration Patterns
by: Angel Peinado-Contreras, et al.
Published: (2020-12-01)

Physics-based deep neural networks for beam dynamics in charged particle accelerators
by: Andrei Ivanov, et al.
Published: (2020-07-01)

Architecture Design and Implementation of Deep Neural Network Hardware Accelerators
by: Pei-Hsuan Wu, et al.
Published: (2018)

Design of A Flexible Accelerator for Deep Convolution Neural Networks
by: Cai, Pei Yun, et al.
Published: (2017)

Design Exploration Methodology for Deep Convolutional Neural Network Accelerator
by: Chen, Chun-Chen, et al.
Published: (2018)

Deep neural networks for natural language processing and its acceleration
by: Lin, Zhouhan
Published: (2020)

Acceleration of deep convolutional neural networks on multiprocessor system-on-chip
by: Reiche Myrgård, Martin
Published: (2019)

A Scalable System-on-Chip Acceleration for Deep Neural Networks
by: Faisal Shehzad, et al.
Published: (2021-01-01)

Energy-Efficient Fusion-Based Deep Neural Networks Acceleration with 3-D Network-on-Chip
by: Ge, Pei-Yu, et al.
Published: (2018)

Identification of Tomato Disease Types and Detection of Infected Areas Based on Deep Convolutional Neural Networks and Object Detection Techniques
by: Qimei Wang, et al.
Published: (2019-01-01)

Deep Gabor Neural Network for Automatic Detection of Mine-Like Objects in Sonar Imagery
by: Hoang Thanh Le, et al.
Published: (2020-01-01)

Enhanced Network Anomaly Detection Based on Deep Neural Networks
by: Sheraz Naseer, et al.
Published: (2018-01-01)

Sound Event Detection based on Deep Neural Networks
by: Chia-Hsin Liu, et al.

Face Detection Based on Deep Convolutional Neural Network
by: Jhe-Kuan Jhu, et al.
Published: (2017)

Using Deep Convolutional Neural Networks for Oral Cancer Detection Based on Texture Feature Images
by: Chih-HungChan, et al.
Published: (2017)

Exploring Model Stability of Deep Neural Networks for Reliable RRAM-based In-Memory Acceleration
by: Beckmann, K., et al.
Published: (2022)

Moving Object Detection Based on Convolutional Neural Network
by: Yi-HsuanChen, et al.
Published: (2018)

Meta-neural-network for real-time and passive deep-learning-based object recognition
by: Jingkai Weng, et al.
Published: (2020-12-01)

VLSI Design and Implementation to Accelerate Deep Learning Convolution Neural Network
by: Cheng-Hsiang Yang, et al.
Published: (2019)

Face Detection in Manga based on Deep Neural Network
by: LI, WEI-WEI, et al.
Published: (2017)

Robotic object pose estimation with deep neural networks
by: Wu, Jimmy, M. Eng. Massachusetts Institute of Technology
Published: (2018)