Image annotation using SVM

被引：0

作者：

Cusano, C ^{[1
]}

Ciocca, G ^{[1
]}

Schettini, R ^{[1
]}

机构：

[1] Univ Milan, DISCo, I-20126 Milan, Italy

来源：

INTERNET IMAGING V | 2004年 / 5304卷

关键词：

image annotation; support vector machines; rejection options; joint histogram;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The paper describes an innovative image annotation tool for classifying image regions in one of seven classes - sky, skin, vegetation, snow, water, ground, and buildings - or as unknown. This tool could be productively applied in the management of large image and video databases where a considerable volume of images/frames there must be automatically indexed. The annotation is performed by a classification system based on a multi-class Support Vector Machine. Experimental results on a test set of 200 images are reported and discussed.

引用

页码：330 / 338

页数：9

共 50 条

[1] A refined SVM applied in medical image annotation
Qiu, Bo
EVALUATION OF MULTILINGUAL AND MULTI-MODAL INFORMATION RETRIEVAL, 2007, 4730 : 690 - 693
[2] Collaborating CNN and SVM for Automatic Image Annotation
Li, Zhixin
Lin, Lan
Zhang, Canlong
Ma, Huifang
Zhao, Weizhong
ICMR'19: PROCEEDINGS OF THE 2019 ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA RETRIEVAL, 2019, : 63 - 67
[3] Combining LVQ with SVM technique for image semantic annotation
Guo, Ping
Jiang, Ziheng
Lin, Song
Yao, Yao
NEURAL COMPUTING & APPLICATIONS, 2012, 21 (04): : 735 - 746
[4] Exploring SVM for Image Annotation in Presence of Confusing Labels
Verma, Yashaswi
Jawahar, C. V.
PROCEEDINGS OF THE BRITISH MACHINE VISION CONFERENCE 2013, 2013,
[5] Combining LVQ with SVM technique for image semantic annotation
Ping Guo
Ziheng Jiang
Song Lin
Yao Yao
Neural Computing and Applications, 2012, 21 : 735 - 746
[6] Improving Image Annotation in Imbalanced Classification Problems with Ranking SVM
Fakeri-Tabrizi, Ali
Tollari, Sabrina
Usunier, Nicolas
Gallinari, Patrick
MULTILINGUAL INFORMATION ACCESS EVALUATION II: MULTIMEDIA EXPERIMENTS, PT II, 2010, 6242 : 291 - 294
[7] An HMM-SVM-Based Automatic Image Annotation Approach
Lei, Yinjie
Wong, Wilson
Liu, Wei
Bennamoun, Mohammed
COMPUTER VISION - ACCV 2010, PT IV, 2011, 6495 : 115 - 126
[8] An SVM Confidence-Based Approach to Medical Image Annotation
Tommasi, Tatiana
Orabona, Francesco
Caputo, Barbara
EVALUATING SYSTEMS FOR MULTILINGUAL AND MULTIMODAL INFORMATION ACCESS, 2009, 5706 : 696 - 703
[9] A novel image annotation based on one-class SVM
Ning, Zhang
PROCEEDINGS OF 2012 7TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION, VOLS I-VI, 2012, : 64 - 67
[10] A MapReduce-based distributed SVM algorithm for automatic image annotation
Alham, Nasullah Khalid
Li, Maozhen
Liu, Yang
Hammoud, Suhel
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2011, 62 (07) : 2801 - 2811

← 1 2 3 4 5 →