Performance comparison of CNN, QNN and BNN deep neural networks for real-time object detection using ZYNQ FPGA node

Object Detection Binary Classifiers methodology based on deep learning to identify small objects handled similarly: Application in video surveillance

(2020) Francisco Pérez-Hernández et al.   KNOWLEDGE-BASED SYSTEMS

Recent advances in deep learning for object detection

(2020) Xiongwei Wu et al.   NEUROCOMPUTING

Binary neural networks: A survey

(2020) Haotong Qin et al.   PATTERN RECOGNITION

IQA: Interactive query construction in semantic question answering systems

(2020) Hamid Zafar et al.   Journal of Web Semantics

On building a CNN-based multi-view smart camera for real-time object detection

(2020) Jonathan Bonnard et al.   MICROPROCESSORS AND MICROSYSTEMS

Sports image detection based on FPGA hardware system and particle swarm algorithm

(2020) Hu Jing et al.   MICROPROCESSORS AND MICROSYSTEMS

Improved salient object detection using hybrid Convolution Recurrent Neural Network

(2020) NalliyannaV. Kousik et al.   EXPERT SYSTEMS WITH APPLICATIONS

Mixed-precision quantized neural networks with progressively decreasing bitwidth

(2020) Tianshu Chu et al.   PATTERN RECOGNITION

Early esophageal adenocarcinoma detection using deep learning methods

(2019) Noha Ghatwary et al.   International Journal of Computer Assisted Radiology and Surgery

A Survey and Taxonomy of FPGA-based Deep Learning Accelerators

(2019) Ahmed Ghazi Blaiech et al.   JOURNAL OF SYSTEMS ARCHITECTURE

An evaluation of deep learning based object detection strategies for threat object detection in baggage security imagery

(2019) Dhiraj et al.   PATTERN RECOGNITION LETTERS

Automatic detection and classification of radiolucent lesions in the mandible on panoramic radiographs using a deep learning object detection technique

(2019) Yoshiko Ariji et al.   Oral Surgery Oral Medicine Oral Pathology Oral Radiology

A High-Throughput and Power-Efficient FPGA Implementation of YOLO CNN for Object Detection

(2019) Duy Thanh Nguyen et al.   IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS

Deep Learning for Generic Object Detection: A Survey

(2019) Li Liu et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Object Detection With Deep Learning: A Review

(2019) Zhong-Qiu Zhao et al.   IEEE Transactions on Neural Networks and Learning Systems

Object detection in optical remote sensing images: A survey and a new benchmark

(2019) Ke Li et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING