Orientation Feature Transform Model for Image Retrieval in Sketch Based Image Retrieval System

  • Authors

    • Durga Prasad K
    • Manjunathachari K
    • Giri Prasad M.N
    2018-04-25
    https://doi.org/10.14419/ijet.v7i2.24.12022
  • Sketch Based Image Retrieval, Orientation Feature Transformed Modeling.

  • This paper focus on Image retrieval using Sketch based image retrieval system. The low complexity model for image representation has given the sketch based image retrieval (SBIR) a optimal selection for next generation application in low resource environment. The SBIR approach uses the geometrical region representation to describe the feature and utilize for recognition. In the SBIR model, the features represented define the image. Towards the improvement of SBIR recognition performance, in this paper a new invariant modeling using “orientation feature transformed modeling†is proposed. The approach gives the enhancement of invariant property and retrieval performance improvement in transformed domain. The experimental results illustrate the significance of invariant orientation feature representation in SBIR over the conventional models.

     

     

  • References

    1. [1] Y H Sharath Kumara, D S Gurub, “Retrieval of Sample Based on Sketchesâ€, Procedia Computer Science, Elsevier, vol.46, 1577 – 1584, 2015.

      [2] Jun Xiao a, Zhang peng Tang a,n, YinfuFeng a, Zhidong Xiao , “Sketch-based human motion retrieval via selected 2D geometric posture descriptor†, Published by Elsevier B.V, Signal Processing, 2015.

      [3] Ana Sofia Mouratoa and Rui Jesus, “Clip art retrieval using a sketch Tablet applicationâ€, Conference on Electronics, Telecommunications and Computers – CETC 2013.

      [4] NadiahYusof, TengkuSitiMeriamTengkuWook, SitiFadzilah Mat Noor, “Songket Motives Retrieval Through Sketching Techniqueâ€, The 4th International Conference on Electrical Engineering and Informatics (ICEEI 2013). Published by Elsevier B.V.

      [5] Dipika R. Birari1, Prof. J.V. Shinde, “Survey on Sketch Based Image Retrievalâ€, International Journal of Advanced Research in Computer and Communication Engineering Vol. 4, Issue 12, December 2015.

      [6] Gayathri Devi K, “A Survey on Sketch Based Image Retrieval†, Elk Asia Pacific Journal Of Computer Science And Information Systems, Volume 1, Issue 2, 2015.

      [7] NadiahYusof, TengkuSitiMeriamTengkuWook, SitiFadzilah Mat Noor, “Songket Motives Retrieval Through Sketching Techniqueâ€, The 4th International Conference on Electrical Engineering and Informatics (ICEEI 2013).

      [8] Yi Li , Yi-Zhe Song , Shaogang Gong , “Fine-Grained Sketch-Based Image Retrieval by Matching Deformable Part Models†, Timothy M. Hospedales.

      [9] Rong Zhou, Liuli Chen and Liqing Zhang, “Sketch-based Image Retrieval on a Large Scale Databaseâ€, MM’12, October 29–November 2, 2012.

      [10] Prachi A. Gaidhani, S.B. Bagal, “Implementation of Sketch Based and Content Based Image Retrievalâ€, Department of Electronics & Telecommunication.

      [11] R. Aarthi1, K. P. Anjana1 and J. Amudha , “Sketch based Image Retrieval using Information Content of Orientation†, Indian Journal of Science and Technology, Vol 9(1).

      [12] Yusuke Matsui, KiyoharuAizawa, Yushi Jing, “SKETCH 2 MANGA: Sketch-Based Manga Retrieval†, the University of Tokyo.

      [13] Peng Xu1, Qiyue Yin2, Yonggang Qi1, Yi-Zhe Song, “Instance-Level Coupled Subspace Learning for Fine-Grained Sketch-Based Image Retrieval†,Springer International Publishing Switzerland 2016.

      [14] YonggangQiy Yi-Zhe Song, HonggangZhangy Jun Liu, “sketch-based image retrieval via siamese convolution neural networkâ€, School of Information and Communication Engineering, BUPT, Beijing, China.

      [15] Mathias Eitz, Kristian Hildebrand, TamyBoubekeur and Marc Alex, “A descriptor for large scale image retrieval based on sketched feature linesâ€,Eurographics Symposium on Sketch-Based Interfaces and Modeling (2009).

      [16] Rui Hu, Tinghuai Wang, and John Collomosse, “A Bag-Of-Regions Approach To Sketch-Based Image Ret†, Centre for Vision, Speech and Signal Processing University of Surrey, Guildford, Surrey, UK.

      [17] Avinash Yadlapati, Dr. Hari Kishore Kakarla, “An Advanced AXI Protocol Verification using Verilog HDLâ€, Wulfenia Journal, ISSN: 1561-882X, Volume 22, Number 4, pp. 307-314, April 2015

      [18] P Ramakrishna, K. Hari Kishore, “Design of Low Power 10GS/s 6-Bit DAC using CMOS Technology “International Journal of Engineering and Technology(UAE), ISSN No: 2227-524X, Vol No: 7, Issue No: 1.5, Page No: 226-229, January 2018.

      [19] A Murali, K. Hari Kishore, “Efficient and High Speed Key Independent AES Based Authenticated Encryption Architecture using FPGAs “International Journal of Engineering and Technology(UAE), ISSN No: 2227-524X, Vol No: 7, Issue No: 1.5, Page No: 230-233, January 2018.

      [20] G.S.Spandana,K Hari Kishore “A Contemporary Approach For Fault Diagnosis In Testable Reversible Circuits By Employing The CNT Gate Library†International Journal of Pure and Applied Mathematics, ISSN No: 1314-3395, Vol No: 115, Issue No: 7, Page No: 537-542, September 2017.

      [21] K Hari Kishore, CVRN Aswin Kumar, T Vijay Srinivas, GV Govardhan, Ch Naga Pavan Kumar, R Venkatesh “Design and Analysis of High Efficient UART on Spartran-6 and Virtex-7 Devicesâ€, International Journal of Applied Engineering Research, ISSN 0973-4562, Volume 10, Number 09 , pp. 23043-23052, June 2015.

      [22] K Bindu Bhargavi, K Hari Kishore “Low Power BIST on Memory Interface Logicâ€, International Journal of Applied Engineering Research, ISSN 0973-4562, Volume 10, Number 08 , pp. 21079-21090, May 2015.

      [23] Korraprolu Brahma Reddy, K Hari Kishore, “A Mixed Approach for Power Dissipation Reduction in Nanometer CMOS VLSI circuitsâ€, International Journal of Applied Engineering Research, ISSN 0973-4562 Volume 9, Number 18 , pp. 5141-5148, July 2014.

      [24] Nidamanuri Sai Charan, Kakarla Hari Kishore "Reorganization of Delay Faults in Cluster Based FPGA Using BIST†Indian Journal of Science and Technology, ISSN No: 0974-6846, Vol No.9, Issue No.28, page: 1-7, July 2016.

      [25] Sravya Kante, Hari Kishore Kakarla, Avinash Yadlapati,"Design and Verification of AMBA AHB-Lite protocol using Verilog HDL" International Journal of Engineering and Technology, E-ISSN No: 0975-4024, Vol No.8, Issue No.2, Page:734-741, May 2016.

      [26] Bandlamoodi Sravani, K Hari Kishore, “An FPGA Implementation of Phase Locked Loop (PLL)â€, International Journal of Applied Engineering Research, ISSN 0973-4562, Volume 10, Number 14 , pp. 34137-34139, August 2015.

      [27] Avinash Yadlapati, Kakarla Hari Kishore,“Constrained Level Validation of Serial Peripheral Interface Protocolâ€, Proceedings of the First International Conference on SCI 2016, Volume 1, Smart Computing and Informatics, Smart Innovation, Systems and Technologies 77, ISSN No: 2190-3018, ISBN: 978-981-10-5544-7, Chapter No: 77, pp. 743-753, 25th December 2017.

      [28] [28] P Kiran Kumar, P Prasad Rao, Kakarla Hari Kishore, “Optimal Design of Reversible Parity Preserving New Full Adder / Full Subtractorâ€, IEEE SPONSORED 3rd INTERNATIONAL CONFERENCE ON ELECTRONICS AND COMMUNICATION SYSTEMS (ICECS 2016), pp. 3465-3470, 25th and 26th February 2016.

      [29] Y Avinash, K Hari Kishore ‘’Designing Asynchronous FIFO for Low Power DFT Implementation’’ International Journal of Pure and Applied Mathematics, ISSN No: 1314-3395, Vol No: 115, Issue No: 8, Page No: 561-566, September 2017

      [30] Mahesh Mudavathand K Hari Kishore "Design of RF Front End CMOS Cascade CS Low Noise Amplifier on 65nm Technology Process†International Journal of Pure and Applied Mathematics, ISSN No: 1314-3395, Vol No: 115, Issue No: 7, Page No: 417-422, September 2017.

      [31] P. Sahithi K Hari Kishore, E Raghuveera, P. Gopi Krishna “DESIGN OF VOLTAGE LEVEL SHIFTER FOR POWER-EFFICIENT APPLICATIONS USING 45nm TECHNOLOGY†International Journal of Engineering and Technology(UAE), ISSN No: 2227-524X, Vol No: 7, Issue No: 2.8, Page No: 103-108, March 2018.

      [32] N Bala Dastagiri K Hari Kishore “A 14-bit 10kS/s Power Efficient 65nm SAR ADC for Cardiac Implantable Medical Devices†International Journal of Engineering and Technology(UAE), ISSN No: 2227-524X, Vol No: 7, Issue No: 2.8, Page No: 34-39, March 2018.

      [33] S.V.Manikanthan and T.Padmapriya “Recent Trends In M2m Communications In 4g Networks And Evolution Towards 5gâ€, International Journal of Pure and Applied Mathematics, ISSN NO: 1314-3395, Vol-115, Issue -8, Sep 2017.

      [34] S.V. Manikanthan, T. Padmapriya “An enhanced distributed evolved node-b architecture in 5G tele-communications network†International Journal of Engineering & Technology (UAE), Vol 7 Issues No (2.8) (2018) 248-254.March2018.

      [35] S.V. Manikanthan, T. Padmapriya, Relay Based Architecture For Energy Perceptive For Mobile Adhoc Networks, Advances and Applications in Mathematical Sciences, Volume 17, Issue 1, November 2017, Pages 165-179

  • Downloads

  • How to Cite

    Prasad K, D., K, M., & Prasad M.N, G. (2018). Orientation Feature Transform Model for Image Retrieval in Sketch Based Image Retrieval System. International Journal of Engineering & Technology, 7(2.24), 159-165. https://doi.org/10.14419/ijet.v7i2.24.12022