International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064


Downloads: 134

Survey Paper | Computer Science & Engineering | India | Volume 5 Issue 1, January 2016


A Comprehensive Survey on Agricultural Image Processing

Vivek Ugale, Deepak Gupta


Abstract: Agriculture is important in human life. Human being is directly dependent on agriculture for food requirement. As human population is rapidly increasing by exponential speed, we required to increase the productivity of agriculture crop yield. But now productivity of agriculture crop yield is reducing because of reasons like various kinds of disease, mineral deficiency, etc. Quality of food is also decreases. For human health, productivity as well as quality of agricultural crop must be improve by using new, advanced current computer technologies like robotics, computer vision. Current manual methods of agriculture are very harder, expensive with lowest efficiency due to human limitations. Manually monitoring agriculture field is very time consuming and required more and skilled human resource. Hence current research computer science is going on utilization of advanced computer vision techniques for precision agriculture. Because of computer methods like advanced image processing and computer vision techniques used in agriculture, various decisions are generated by computer system which lead to proper utilization of human recourses and decisions are quicker with increased accuracy. For agriculture image processing, advanced image processing methods and computer vision techniques are grouped according to specific objective like image acquisition, pre-processing, image segmentation, feature extraction and classification. This paper presents survey on advanced image processing methods and computer vision techniques that used for agricultural image processing.


Keywords: Computer vision, Precision agriculture, Image segmentation, Feature extraction, Classification


Edition: Volume 5 Issue 1, January 2016,


Pages: 133 - 135


How to Cite this Article?

Vivek Ugale, Deepak Gupta, "A Comprehensive Survey on Agricultural Image Processing", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=NOV152634, Volume 5 Issue 1, January 2016, 133 - 135

How to Share this Article?

Enter Your Email Address


Similar Articles with Keyword 'Computer vision'

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1017 - 1020

Human Computer Interface for Physically Impaired

Aayush Bhansali, Shivani Vhatkar, Shamoil Arsiwala, Aditi Srivastava, M. K. Nivangune

Share this Article

Downloads: 42

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 2, February 2021

Pages: 1673 - 1677

Convolution Neural Network Based Image Recognition

Sofia Hamid, Mrigana Walia

Share this Article

Similar Articles with Keyword 'Precision agriculture'

Downloads: 115

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014

Pages: 739 - 743

Use of Mobile Relay in Data-Intensive Wireless Sensor Networks

Jyothi B., G. Srinivasachar

Share this Article

Downloads: 116

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015

Pages: 2217 - 2219

A Survey on Low Cost Disposable Mobile Relays to Reduce the Total Energy Consumption of Data-Intensive WSN

Bhagyashree Thakur, Monika Rajput

Share this Article

Similar Articles with Keyword 'Image segmentation'

Downloads: 1

Survey Paper, Computer Science & Engineering, India, Volume 10 Issue 5, May 2021

Pages: 948 - 951

Survey on Various Image Segmentation Techniques

Babita Chauhan

Share this Article

Downloads: 1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 9, September 2021

Pages: 649 - 652

Image Segmentation using Biogeography based Optimization and its Comparison with K Means Clustering

Babita Chauhan, Preeti Sondhi

Share this Article

Similar Articles with Keyword 'Feature extraction'

Downloads: 2

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 863 - 865

Detection of Malicious URLs using Classification Algorithm

Muskan V. Jaiswal, Dr. Anjali B. Raut

Share this Article

Downloads: 5

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 866 - 868

Detecting and Blocking of Malicious URL

Muskan V. Jaiswal, Anjali B. Raut

Share this Article

Similar Articles with Keyword 'Classification'

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 7, July 2021

Pages: 421 - 424

Comparative Analysis of AI Techniques in the Prediction of Heart Disease

Irtiqa Dhar

Share this Article

Downloads: 2

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 863 - 865

Detection of Malicious URLs using Classification Algorithm

Muskan V. Jaiswal, Dr. Anjali B. Raut

Share this Article

Similar Articles with Keyword 'Computer'

Downloads: 134 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 2, February 2015

Pages: 2246 - 2249

Packet Analysis with Network Intrusion Detection System

Rashmi Hebbar, Mohan K

Share this Article

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1884 - 1886

Performance Analysis of Clustal W Algorithm on Linux Cluster

Swati Jasrotia, Salam Din

Share this Article

Similar Articles with Keyword 'vision'

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1017 - 1020

Human Computer Interface for Physically Impaired

Aayush Bhansali, Shivani Vhatkar, Shamoil Arsiwala, Aditi Srivastava, M. K. Nivangune

Share this Article

Downloads: 39

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 2, February 2021

Pages: 1663 - 1668

PAPR Reduction in OFDM System using Clipping and Filtering based new Hybrid VLM Pre-Coded SLM

Muneeb Manzoor Bhat, Preeti Sondhi

Share this Article

Similar Articles with Keyword 'Precision'

Downloads: 1

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 886 - 889

Survey on Algorithms Predicting Performance of Keyword Queries

Snehal Borole

Share this Article

Downloads: 1

Survey Paper, Computer Science & Engineering, India, Volume 10 Issue 5, May 2021

Pages: 948 - 951

Survey on Various Image Segmentation Techniques

Babita Chauhan

Share this Article

Similar Articles with Keyword 'agriculture'

Downloads: 11

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 4, April 2021

Pages: 1169 - 1173

Implementation of Long Range Wireless IoT Device for Agriculture Using Multi-Hop Topology Design

Anchla Rajput, Anshul Sarawagi

Share this Article

Downloads: 106

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 5, May 2017

Pages: 1773 - 1776

Raisins Grade Detection Using Image Processing Technology

Vinay Kumar M C, Sri B N Veerappa

Share this Article

Similar Articles with Keyword 'Image'

Downloads: 108

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 7, July 2016

Pages: 1375 - 1390

A Survey of Thinning Techniques on Two Dimensional Binary Images

Moumita Sarkar, Santanu Chatterjee

Share this Article

Downloads: 86 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020

Pages: 1626 - 1628

Image Noise Reduction with Autoencoder using Tensor Flow

Jai Sehgal, Dr Yojna Arora

Share this Article

Similar Articles with Keyword 'segmentation'

Downloads: 1

Survey Paper, Computer Science & Engineering, India, Volume 10 Issue 5, May 2021

Pages: 948 - 951

Survey on Various Image Segmentation Techniques

Babita Chauhan

Share this Article

Downloads: 1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 9, September 2021

Pages: 649 - 652

Image Segmentation using Biogeography based Optimization and its Comparison with K Means Clustering

Babita Chauhan, Preeti Sondhi

Share this Article

Similar Articles with Keyword 'Feature'

Downloads: 136 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020

Pages: 457 - 461

Artificial Intelligence for Hiring

Ishan Borker, Ashok Veda

Share this Article

Downloads: 518 | Weekly Hits: ⮙3 | Monthly Hits: ⮙10

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 1454 - 1458

Heart Disease Prediction with Machine Learning Approaches

Megha Kamboj

Share this Article

Similar Articles with Keyword 'extraction'

Downloads: 1

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2205 - 2207

A Survey of Generating Multi-Document Summarizations

Patil Ajita S., P. M. Mane

Share this Article

Downloads: 2

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 863 - 865

Detection of Malicious URLs using Classification Algorithm

Muskan V. Jaiswal, Dr. Anjali B. Raut

Share this Article
Top