DRONE BASED IMAGE PROCESSING THROUGH FEATURE EXTRACTION

被引：0

作者：

Manohar, Ashish ^{[1
]}

Sneha, Dulam ^{[2
]}

Sakhuja, Kunal ^{[2
]}

Dwivedii, Tanya R. ^{[2
]}

Gururaj, C. ^{[2
]}

机构：

[1] BMS Coll Engn, Bengaluru, Karnataka, India

[2] BMS Coll Engn, Dept Telecommun Engn, Bengaluru, Karnataka, India

来源：

2017 2ND IEEE INTERNATIONAL CONFERENCE ON RECENT TRENDS IN ELECTRONICS, INFORMATION & COMMUNICATION TECHNOLOGY (RTEICT) | 2017年

关键词：

Bag of Words Algorithm; Test Image; Predefined dataset; Classified categories;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

The method proposed in the paper is to build a drone with camera to capture images of crops, soils, flodded areas and those images are processed to get required results. Building of Drone is the first part. The Bag of Words algorithm is then applied on the test image and specific features areextracted. These features are matched against the features of images in the predefined data set. The data set has classified categories of different types of cropimages. After matching result is given as the name of the category to which the testimage belongs.

引用

页码：155 / 160

页数：6

共 50 条

[21] Windowed Linear Feature Extraction for Hyperspectral Image Processing
Adebanjo, Hannah M.
Tapamo, Jules R.
2019 IEEE AFRICON, 2019,
[22] A Detailed Review of Feature Extraction in Image Processing Systems
Kumar, Gaurav
Bhatia, Pradeep Kumar
2014 FOURTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING AND COMMUNICATION TECHNOLOGIES (ACCT 2014), 2014, : 5 - +
[23] A Fast Feature Extraction Algorithm for Image and Video Processing
Abdulhussain, Sadiq H.
Ramli, Abd Rahman
Mahmmod, Basheera M.
Saripan, M. Iqbal
Al-Haddad, S. A. R.
Baker, Thar
Flayyih, Wameedh N.
Jassim, Wissam A.
2019 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2019,
[24] A Parallel Distributed Processing Algorithm for Image Feature Extraction
Belousov, Alexander
Ratsaby, Joel
Advances in Intelligent Data Analysis XIV, 2015, 9385 : 61 - 71
[25] Application of CNN in Visual Image Design: Image Feature Extraction and Processing
Jin, Huijiao
Wang, Fei
Jiang, Lanying
Tian, Meng
PROCEEDINGS OF 2024 INTERNATIONAL CONFERENCE ON MACHINE INTELLIGENCE AND DIGITAL APPLICATIONS, MIDA2024, 2024, : 569 - 573
[26] Feature Extraction Processing Method of Medical Image Fusion Based on Neural Network Algorithm
Song, Tianming
Yu, Xiaoyang
Yu, Shuang
Ren, Zhe
Qu, Yawei
COMPLEXITY, 2021, 2021
[27] Image Processing based Linear Discriminant and Quadratic Discriminant Classifier for Feature Extraction Models
Pandarge, Supriya S.
Ratnaparkhe, Varsha R.
PROCEEDINGS OF THE 2019 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICCS), 2019, : 1502 - 1505
[28] Feature extraction method of wind turbine blade surface scratches based on image processing
Li, Wanrun
Zhang, Jianfei
Wang, Xueping
Du, Yongfeng
Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2020, 41 (12): : 278 - 287
[29] Intelligent Traffic Video Retrieval Model based on Image Processing and Feature Extraction Algorithm
Zhao, Xiaoming
Wang, Xinxin
INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (06) : 1353 - 1363
[30] Image Processing, Textural Feature Extraction and Transfer Learning based detection of Diabetic Retinopathy
Umapathy, Anjana
Sreenivasan, Anusha
Nairy, Divya S.
Natarajan, S.
Rao, B. Narasinga
2019 9TH INTERNATIONAL CONFERENCE ON BIOSCIENCE, BIOCHEMISTRY AND BIOINFORMATICS (ICBBB 2019), 2019, : 17 - 21

← 1 2 3 4 5 →