Deep learning for logo detection: A survey

S Hou, J Li, W Min, Q Hou, Y Zhao, Y Zheng… - ACM Transactions on …, 2023 - dl.acm.org
Logo detection has gradually become a research hotspot in the field of computer vision and
multimedia for its various applications, such as social media monitoring, intelligent …

A coarse-to-fine strategy for vehicle logo recognition from frontal-view car images

S Sotheeswaran, A Ramanan - Pattern Recognition and Image Analysis, 2018 - Springer
This paper proposes a vehicle logo recognition (VLR) system centered on front-view cars,
which has been largely neglected by vision community in comparison to other object …

Front-view car detection using vocabulary voting and mean-shift search

S Sotheeswaran, A Ramanan - 2015 Fifteenth International …, 2015 - ieeexplore.ieee.org
Vehicle detection has received much attention over the recent years. In this paper we mainly
address on the detection of cars in front-view static images and focus on local features that …

Visual saliency-based vehicle manufacturer recognition using autoencoder pre-training deep neural networks

J Zhang, Y Zhao, F Zhou, M Chi - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Vehicle manufacturer recognition (VMR), consisting of vehicle logo detection (VLD) and
vehicle logo recognition (VLR), is now a crucial part of intelligent transportation system (ITS) …

Vehicle Logo Recognition Using SIFT Representation and SVM

KL Du, X Zhao, B Zhang, J Zeng - Proceedings of SAI Intelligent Systems …, 2018 - Springer
We propose a vehicle logo recognition method that uses SIFT representation and SVM
classification. At the training phase, for each training example, a region of interest (ROI) …

[PDF][PDF] The comparison of template matching and SURF for logo classification on product

T Boonrod, C Jareanpon… - … on Intelligent Systems …, 2015 - pdfs.semanticscholar.org
This paper proposes the fast logo classification on product. The search space for logo
classification is reduced by production using Histogram of Oriented Gradients (HOG). The …

Machine Learning Methods for Autonomous Object Recognition and Restoration in Images

R Chen - 2018 - etheses.whiterose.ac.uk
Image recognition and image restoration are important tasks in the field of image
processing. Image recognition are becoming very popular due to the state-of-the-art deep …

[PDF][PDF] VEHICLE LOGO CLASSIFICATION USING BAG OF WORD DESCRIPTOR AND SUPPORT VECTOR MACHINE CLASSIFIER

N PHUI - 2019 - eprints.utm.my
ABSTRACT Intelligent Transportation Systems play an important role in traffic areas such as
to record vehicular traffic data. In order to improve transportation safety and security, a …