Views: 185 , Downloads: 148 | CTR: 80 % | Weekly Popularity: ⮙7
Research Paper | Electronics & Communication Engineering | India | Volume 2 Issue 6, June 2013
Edge Detection of an Image Based on Ant Colony Optimization Technique
Charu Gupta, Sunanda Gupta
ACO is introduced to think about the image edge detection issues where the purpose is to evolve the edge information existing in the picture, since it is critical to understand the images content. The main mechanism of ACO is the discovery of good tours is the positive feedback done through the pheromone update by the ants. Ant colony optimization is inspired by food foraging behaviour exhibited by ant societies to find approximate solutions to the tough issues. An ACO algorithm is the combination of prior information regarding the structure of a solution with the information regarding the structure of previously obtained good solutions. Experimental results show the success of the technique in extracting edges from a digital image.
Keywords: Ant colony optimization, Feature extraction, Image Edge detection, Mean square error, Peak signal to noise ratio
Edition: Volume 2 Issue 6, June 2013
Pages: 114 - 120
How to Cite this Article?
Charu Gupta, Sunanda Gupta, "Edge Detection of an Image Based on Ant Colony Optimization Technique", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=IJSROFF2013253, Volume 2 Issue 6, June 2013, 114 - 120
185 PDF Views | 148 PDF Downloads
Similar Articles with Keyword 'Ant colony optimization'
Views: 133 , Downloads: 103 | CTR: 77 % | Weekly Popularity: ⮙2
Case Studies, Electronics & Communication Engineering, India, Volume 6 Issue 2, February 2017
Pages: 1890 - 1894Validation of Ant Colony Optimization Algorithm for Longevity Maximization in Wireless Sensor Network
Laxmi Narendra Pawar, H. M. Baradkar
Views: 136 , Downloads: 109 | CTR: 80 % | Weekly Popularity: ⮙3
M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 5 Issue 12, December 2016
Pages: 1139 - 1143Comparative Study of Different Routing Algorithms for Efficient Networking
Shivangi Saxena, Shilpi Shukla
Views: 138 , Downloads: 115 | CTR: 83 % | Weekly Popularity: ⮙4
Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 8, August 2014
Pages: 1679 - 1683Performance Evaluation of ACO Algorithm Based Multirouting Protocol to Improve QoS
Rajanigandha Metri, Sujata Agrawal
Views: 139 , Downloads: 118 | CTR: 85 % | Weekly Popularity: ⮙6
M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 3 Issue 3, March 2014
Pages: 45 - 50An Experimental Joint Modelling of RSSI and LQI to Reduce Energy Consumption in MANETs
Srikanth. K, A. L. Vallikannu, Punithavathy Mohan
Views: 122 , Downloads: 121 | CTR: 99 % | Weekly Popularity: ⮙2
Research Paper, Electronics & Communication Engineering, India, Volume 7 Issue 3, March 2018
Pages: 1563 - 1569Performance Improvisation for Longevity Maximization with Ant Colony Optimization in Wireless Sensor Network
Laxmi Narendra Pawar, H. M. Baradkar
Similar Articles with Keyword 'Feature extraction'
Views: 164 , Downloads: 91 | CTR: 55 % | Weekly Popularity: ⮙5
M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 2, February 2015
Pages: 1335 - 1340Robust Segmentation and Classification of Histopathological Image
Jincy Wilson, Vipin V. R.
Views: 138 , Downloads: 97 | CTR: 70 %
Survey Paper, Electronics & Communication Engineering, India, Volume 4 Issue 12, December 2015
Pages: 2201 - 2206Survey paper on Sketch Based and Content Based Image Retrieval
Prachi A. Gaidhani, Prof. Bagal S. B.
Views: 130 , Downloads: 98 | CTR: 75 %
Research Paper, Electronics & Communication Engineering, India, Volume 6 Issue 2, February 2017
Pages: 2002 - 2006Text-Dependent Speaker Identification and Verification Using Hindi Database in Adverse Acoustic Condition
Shrikant Upadhyay, Sudhir Kumar Sharma, Pawan Kumar, Aditi Upadhyay
Views: 135 , Downloads: 99 | CTR: 73 % | Weekly Popularity: ⮙2
Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 6, June 2015
Pages: 2603 - 2606Object Tracking Using Joint Color-Texture Histogram
Pallavi C. Hingane, S. A. Shirsat
Views: 141 , Downloads: 101 | CTR: 72 % | Weekly Popularity: ⮙2
M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 5 Issue 5, May 2016
Pages: 1977 - 1979Feature Extraction of Hyperspectral Images Based On LBP and RF Feature Extraction Techniques
Soumya.M, Dony Dsouza
Similar Articles with Keyword 'Image Edge detection'
Views: 133 , Downloads: 107 | CTR: 80 % | Weekly Popularity: ⮙2
Review Papers, Electronics & Communication Engineering, India, Volume 4 Issue 12, December 2015
Pages: 1242 - 1244Review on Color Image Edge Detection using Quaternion Fourier transform
Jill A. Patel, Minkal B. Patel
Views: 169 , Downloads: 118 | CTR: 70 % | Weekly Popularity: ⮙1
Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 2, February 2014
Pages: 30 - 34Image Denoising Using Median Filter with Edge Detection Using Canny Operator
Angalaparameswari Rajasekaran, Senthilkumar. P
Views: 185 , Downloads: 148 | CTR: 80 % | Weekly Popularity: ⮙7
Research Paper, Electronics & Communication Engineering, India, Volume 2 Issue 6, June 2013
Pages: 114 - 120Edge Detection of an Image Based on Ant Colony Optimization Technique
Charu Gupta, Sunanda Gupta
Similar Articles with Keyword 'Mean square error'
Views: 135 , Downloads: 101 | CTR: 75 % | Weekly Popularity: ⮙1
Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 7, July 2015
Pages: 2468 - 2472VHDL Implementation for Adaptive FIR filter and its Novel Application using Systolic Architecture
Ghanshyam A. Chune, Vijay Bagdi
Views: 125 , Downloads: 102 | CTR: 82 % | Weekly Popularity: ⮙5
Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 6, June 2015
Pages: 747 - 752Design of Cosine Modulated Filter Bank Using Unconstrained Optimization Technique
Shaheen, Dinesh K. Dhaka
Views: 138 , Downloads: 104 | CTR: 75 % | Weekly Popularity: ⮙2
Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 6, June 2015
Pages: 1743 - 1747An Advanced Low Complexity Adaptive Filter for Echo Cancellation
Deepak Sharma, Nidhi Sharma
Views: 140 , Downloads: 110 | CTR: 79 % | Weekly Popularity: ⮙3
Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 6, June 2015
Pages: 3042 - 3047Reproduction of Remote Sensed Images Using Artificial Neural Network
Aarsi Saini, Sukhvinder Kaur
Views: 136 , Downloads: 110 | CTR: 81 %
Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 7, July 2015
Pages: 2213 - 2216New Approach for Image Hiding By Using Block Transformation
Khushboo Dhoke, Shubhangi Dhengre