Skip to main content
Top
Published in: Cluster Computing 2/2019

17-03-2018

RETRACTED ARTICLE: Improved image compression using effective lossless compression technique

Authors: C. Raghavendra, S. Sivasubramanian, A. Kumaravel

Published in: Cluster Computing | Special Issue 2/2019

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The data or image transmission plays a very important role in current days. In general image can be transmitted in terms of data. The basic image can be converted or encoded into bits or chunks. This data can be transmitted in efficient form. Transmitted images in the multimedia field is difficult task. The images will occupies huge amount of size; without compressing it will take more amount of disk space and time. In this, there is a chance of data loss due to timeout. There is a solution to overcome such difficult issue is to reduce the size of an image without losing image data by implementing compressing technique. In this paper, we discussed about image compression and different image compression techniques without any data loss. Few of it are run length arithmetic encoding, Huffman coding and LZW. Finally, we presented the performance issues and pros of compression techniques.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Shen, J.-J., Huang, H.-C.: An adaptive image compression method based on vector quantization. In: International Conference on Pervasive Computing Signal Processing and Applications, pp. 377–381 (2010) Shen, J.-J., Huang, H.-C.: An adaptive image compression method based on vector quantization. In: International Conference on Pervasive Computing Signal Processing and Applications, pp. 377–381 (2010)
2.
go back to reference Katharotiya, A., Patel, S., Goyani, M.: Comparative analysis between DCT & DWT techniques of image compression. J. Inf. Eng. Appl. 1(2), 9–17 (2011) Katharotiya, A., Patel, S., Goyani, M.: Comparative analysis between DCT & DWT techniques of image compression. J. Inf. Eng. Appl. 1(2), 9–17 (2011)
4.
go back to reference Suresh, A., Shunmuganathan, K.L.: Image texture classification using gray level co-occurrence matrix based statistical features. Eur. J. Sci. Res., 75(4), 591–597 (2012). ISSN 1450-216X Suresh, A., Shunmuganathan, K.L.: Image texture classification using gray level co-occurrence matrix based statistical features. Eur. J. Sci. Res., 75(4), 591–597 (2012). ISSN 1450-216X
5.
go back to reference Suresh, A., Shunmuganathan, K.L.: Feature fusion technique for colour texture classification system based on gray level co-occurrence matrix. J. Comput. Sci., 8(12), 2106–2111 (2012). ISSN 1553-3468 @ Science Publication Suresh, A., Shunmuganathan, K.L.: Feature fusion technique for colour texture classification system based on gray level co-occurrence matrix. J. Comput. Sci., 8(12), 2106–2111 (2012). ISSN 1553-3468 @ Science Publication
6.
go back to reference Raghavendra, C., Kumaravel, A., Anjaiah, A.: A new hybrid method for image de-noising in light of Wavelet transform. Int. J. Pure Appl. Math. 116(21), 197–202 (2017) Raghavendra, C., Kumaravel, A., Anjaiah, A.: A new hybrid method for image de-noising in light of Wavelet transform. Int. J. Pure Appl. Math. 116(21), 197–202 (2017)
7.
go back to reference Davis, G.M., Nosratinia, A.: Wavelet-based image coding: an overview. In: Datta, B.N. (ed.) Applied and Computational Control, Signals, and Circuits. Birkhäuser, Boston (1999) Davis, G.M., Nosratinia, A.: Wavelet-based image coding: an overview. In: Datta, B.N. (ed.) Applied and Computational Control, Signals, and Circuits. Birkhäuser, Boston (1999)
8.
go back to reference Pai, Y.-T., Cheng, F.-C., Lu, S.-P., Ruan, S.-J.: Sub-trees modification of Huffman coding for stuffing bits reduction and efficient NRZI data transmission. IEEE Trans. Broadcast. 58(2), 221–227 (2012)CrossRef Pai, Y.-T., Cheng, F.-C., Lu, S.-P., Ruan, S.-J.: Sub-trees modification of Huffman coding for stuffing bits reduction and efficient NRZI data transmission. IEEE Trans. Broadcast. 58(2), 221–227 (2012)CrossRef
9.
go back to reference Sharma, M.: Compression using Huffman coding. Int. J. Comput. Sci. Netw. Secur. 10(5), 133–141 (2010) Sharma, M.: Compression using Huffman coding. Int. J. Comput. Sci. Netw. Secur. 10(5), 133–141 (2010)
10.
go back to reference Nalini, C., Raghavendra, C., Rajendra Prasad, K.: Comparative observation and performance analysis of multiple algorithms on Iris data. Int. J. Pure Appl. Math. 116(9), 319–325 (2017) Nalini, C., Raghavendra, C., Rajendra Prasad, K.: Comparative observation and performance analysis of multiple algorithms on Iris data. Int. J. Pure Appl. Math. 116(9), 319–325 (2017)
11.
go back to reference Singh, V.: A brief introduction on image compression techniques and standards. Int. J. Technol. Res. Adv., 2013(2) (2015) Singh, V.: A brief introduction on image compression techniques and standards. Int. J. Technol. Res. Adv., 2013(2) (2015)
12.
go back to reference Kiran Kumar, P., Raghavendra, C., Sivasubramanyan, S.: Exploring multi scale mathematical morphology for dark image enhancement. Int. J. Pharm. Technol. 8(4), 23590–23597 (2016) Kiran Kumar, P., Raghavendra, C., Sivasubramanyan, S.: Exploring multi scale mathematical morphology for dark image enhancement. Int. J. Pharm. Technol. 8(4), 23590–23597 (2016)
14.
go back to reference Kaliappan, M., Paramasivan, B.: Enhancing secure routing in mobile ad hoc networks using a dynamic Bayesian signalling game model. Comput. Electr. Eng. 41, 301–313 (2015)CrossRef Kaliappan, M., Paramasivan, B.: Enhancing secure routing in mobile ad hoc networks using a dynamic Bayesian signalling game model. Comput. Electr. Eng. 41, 301–313 (2015)CrossRef
15.
go back to reference Jassim, F.A., Qassim, H.E.: Five modulus method for image compression. Signal Image Process. 3(2), 19–28 (2013) Jassim, F.A., Qassim, H.E.: Five modulus method for image compression. Signal Image Process. 3(2), 19–28 (2013)
16.
go back to reference Rajendra Prasad, K., Raghavendra, C., Sai Saranya, K.: A review on classification of breast cancer detection using combination of the feature extraction models. Int. J. Pure Appl. Math. 116(21), 203–208 (2017) Rajendra Prasad, K., Raghavendra, C., Sai Saranya, K.: A review on classification of breast cancer detection using combination of the feature extraction models. Int. J. Pure Appl. Math. 116(21), 203–208 (2017)
18.
go back to reference Mariappan, E., et.al.: Energy efficient routing protocol using Grover’s searching algorithm using MANET. Asian J. Inf. Technol., 15(24) (2016) Mariappan, E., et.al.: Energy efficient routing protocol using Grover’s searching algorithm using MANET. Asian J. Inf. Technol., 15(24) (2016)
21.
go back to reference Alarabeyyat, A., Al-Hashemi, S., Khdour, T., Hjouj Btoush, M., Bani-Ahmad, S., Al-Hashemi, R.: Lossless image compression technique using combination methods. J. Softw. Eng. Appl., 752–763 (2012) Alarabeyyat, A., Al-Hashemi, S., Khdour, T., Hjouj Btoush, M., Bani-Ahmad, S., Al-Hashemi, R.: Lossless image compression technique using combination methods. J. Softw. Eng. Appl., 752–763 (2012)
22.
go back to reference Douak, F., Benzid, R., Benoudjit, N.: Color image compression algorithm based on the DCT transform combined to an adaptive block scanning. AEU Int. J. Electron. Commun. 65(1), 16–26 (2011)CrossRef Douak, F., Benzid, R., Benoudjit, N.: Color image compression algorithm based on the DCT transform combined to an adaptive block scanning. AEU Int. J. Electron. Commun. 65(1), 16–26 (2011)CrossRef
23.
go back to reference Nandi, U., Mandal, J.K.: Wavelet-based image compression using SPIHT and windowed huffman coding with limited distinct symbol and it’s variant. In: Mandal, J., Satapathy, S., Sanyal, M., Bhateja, V. (eds) Proceedings of the First International Conference on Intelligent Computing and Communication. Advances in Intelligent Systems and Computing, vol. 458. Springer, Singapore (2017) Nandi, U., Mandal, J.K.: Wavelet-based image compression using SPIHT and windowed huffman coding with limited distinct symbol and it’s variant. In: Mandal, J., Satapathy, S., Sanyal, M., Bhateja, V. (eds) Proceedings of the First International Conference on Intelligent Computing and Communication. Advances in Intelligent Systems and Computing, vol. 458. Springer, Singapore (2017)
24.
go back to reference Zhang, W., Zhang, Y., Zhan, A.: Zero-tree wavelet algorithm joint with Huffman encoding for image compression. In: Nguyen, N., Kowalczyk, R., Xhafa, F. (eds) Transactions on Computational Collective Intelligence XIX. Lecture Notes in Computer Science, vol. 9380. Springer, Berlin (2015) Zhang, W., Zhang, Y., Zhan, A.: Zero-tree wavelet algorithm joint with Huffman encoding for image compression. In: Nguyen, N., Kowalczyk, R., Xhafa, F. (eds) Transactions on Computational Collective Intelligence XIX. Lecture Notes in Computer Science, vol. 9380. Springer, Berlin (2015)
25.
go back to reference Kadhim, I.J., Premaratne, P., Vial, P.J., Halloran, B.: A comparative analysis among dual tree complex Wavelet and other Wavelet transforms based on image compression. In: Huang, DS., Jo, KH., Figueroa-García, J. (eds) Intelligent Computing Theories and Application. ICIC 2017. Lecture Notes in Computer Science, vol. 10362. Springer, Cham (2017) Kadhim, I.J., Premaratne, P., Vial, P.J., Halloran, B.: A comparative analysis among dual tree complex Wavelet and other Wavelet transforms based on image compression. In: Huang, DS., Jo, KH., Figueroa-García, J. (eds) Intelligent Computing Theories and Application. ICIC 2017. Lecture Notes in Computer Science, vol. 10362. Springer, Cham (2017)
Metadata
Title
RETRACTED ARTICLE: Improved image compression using effective lossless compression technique
Authors
C. Raghavendra
S. Sivasubramanian
A. Kumaravel
Publication date
17-03-2018
Publisher
Springer US
Published in
Cluster Computing / Issue Special Issue 2/2019
Print ISSN: 1386-7857
Electronic ISSN: 1573-7543
DOI
https://doi.org/10.1007/s10586-018-2508-1

Other articles of this Special Issue 2/2019

Cluster Computing 2/2019 Go to the issue

Premium Partner