A survey of deep learning techniques for vehicle detection from UAV images

A survey of accelerator architectures for 3D convolution neural networks

(2021) Sparsh Mittal et al.   JOURNAL OF SYSTEMS ARCHITECTURE

Vehicle Detection from Aerial Images Using Deep Learning: A Comparative Study

(2021) Adel Ammar et al.   Electronics

CURATING: A multi-objective based pruning technique for CNNs

(2021) Santanu Pattanayak et al.   JOURNAL OF SYSTEMS ARCHITECTURE

Multi-Scale and Occlusion Aware Network for Vehicle Detection and Segmentation on UAV Aerial Images

(2020) Wang Zhang et al.   Remote Sensing

Investigating the Influential Factors for Practical Application of Multi-Class Vehicle Detection for Images from Unmanned Aerial Vehicle using Deep Learning Models

(2020) Seung Woo Ham et al.   TRANSPORTATION RESEARCH RECORD

A Survey on optimized implementation of deep learning models on the NVIDIA Jetson platform

(2019) Sparsh Mittal   JOURNAL OF SYSTEMS ARCHITECTURE

R3-Net: A Deep Network for Multioriented Vehicle Detection in Aerial Images and Videos

(2019) Qingpeng Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A survey of techniques for optimizing deep learning on GPUs

(2019) Sparsh Mittal et al.   JOURNAL OF SYSTEMS ARCHITECTURE

A survey on modeling and improving reliability of DNN algorithms and accelerators

(2019) Sparsh Mittal   JOURNAL OF SYSTEMS ARCHITECTURE

Vehicle Instance Segmentation From Aerial Image and Video Using a Multitask Learning Residual Fully Convolutional Network

(2018) Lichao Mou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Convolutional SVM Networks for Object Detection in UAV Imagery

(2018) Yakoub Bazi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Robust Vehicle Detection in Aerial Images Using Bag-of-Words and Orientation Aware Scanning

(2018) Hailing Zhou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A CNN-Based Method of Vehicle Detection from Aerial Images Using Hard Example Mining

(2018) et al.   Remote Sensing

Vehicle Detection and Counting in High-Resolution Aerial Images Using Convolutional Regression Neural Network

(2018) Hilal Tayara et al.   IEEE Access

Real-Time Ground Vehicle Detection in Aerial Infrared Imagery Based on Convolutional Neural Network

(2018) Xiaofei Liu et al.   Electronics

A survey of spintronic architectures for processing-in-memory and neural networks

(2018) Sumanth Umesh et al.   JOURNAL OF SYSTEMS ARCHITECTURE

A survey of FPGA-based accelerators for convolutional neural networks

(2018) Sparsh Mittal   NEURAL COMPUTING & APPLICATIONS

Toward Fast and Accurate Vehicle Detection in Aerial Images Using Coupled Region-Based Convolutional Neural Networks

(2017) Zhipeng Deng et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Car Detection from Low-Altitude UAV Imagery with the Faster R-CNN

(2017) Yongzheng Xu et al.   JOURNAL OF ADVANCED TRANSPORTATION

Robust Vehicle Detection in Aerial Images Based on Cascaded Convolutional Neural Networks

(2017) Jiandan Zhong et al.   SENSORS

Vehicle Detection in Aerial Images Based on Region Convolutional Neural Networks and Hard Negative Example Mining

(2017) Tianyu Tang et al.   SENSORS

Segment-before-Detect: Vehicle Detection and Classification through Semantic Segmentation of Aerial Images

(2017) Nicolas Audebert et al.   Remote Sensing

Deep Learning Approach for Car Detection in UAV Imagery

(2017) Nassim Ammour et al.   Remote Sensing

Arbitrary-Oriented Vehicle Detection in Aerial Imagery with Single Convolutional Neural Networks

(2017) et al.   Remote Sensing

A Survey of Techniques for Approximate Computing

(2016) Sparsh Mittal   ACM COMPUTING SURVEYS

Vehicle Detection in Satellite Images by Hybrid Deep Convolutional Neural Networks

(2014) Xueyun Chen et al.   IEEE Geoscience and Remote Sensing Letters

SLIC Superpixels Compared to State-of-the-Art Superpixel Methods

(2012) R. Achanta et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

ViBe: A Universal Background Subtraction Algorithm for Video Sequences

(2010) O Barnich et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING