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Title: :  An Approach to Detect Text and Caption in Video
PaperId: :  6854
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 5 2017
DUI:    16.0415/IJARIIE-6854
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
MEGHA KHOKHRAKalol Institute of Technology and Research Center

Abstract

ELECTRONICS AND cOMMUNICATION
Text detection, Image frames, Caption video, Detect text from video, Edge detection, Gradient Based text detection, Extract Text, Optical Character resignation, Converted into Text file, Text to Speech etc
The video image spitted into number of frames, each frame maintains the text. Then the Image is converted into Gray Scale to avoid the text color variation.[5] A single value is corresponding to gray value and detecting the edge. Detecting the edge process is the boundary between two regions with relatively distinct gray-level properties.[2] One is the horizontal direction of the image. Another is the vertical direction of the image. The features to describe text regions are area, saturation, orientation, aspect ratio and position. Then convert into binary image. We propose a simple but efficient methodology for text detection in video frames. The method is based on the gradient information and edge map selection.[1] In the proposed method we first find the gradient of the image and then enhance the gradient information. We later binarized the enhanced gradient image and select the edges by taking the intersection of the edge map with the binary information of the enhanced gradient image. We use the edge detector for generating the edge map. The selected edges are then morphologically dilated and opened using suitable structuring elements and used for text regions. We then perform the projection profile analysis to identify the boundary of the text region. At the end, we implement a false positive elimination methodology to improve the text detection results. Then we make the video from image frames which contain the detection of text. After Detection of text Converted Image into text file and main aim is to convert that text into speech output.

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IJARIIE MEGHA KHOKHRA. "An Approach to Detect Text and Caption in Video" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 5 2017 Page 1533-1539
MLA MEGHA KHOKHRA. "An Approach to Detect Text and Caption in Video." International Journal Of Advance Research And Innovative Ideas In Education 3.5(2017) : 1533-1539.
APA MEGHA KHOKHRA. (2017). An Approach to Detect Text and Caption in Video. International Journal Of Advance Research And Innovative Ideas In Education, 3(5), 1533-1539.
Chicago MEGHA KHOKHRA. "An Approach to Detect Text and Caption in Video." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 5 (2017) : 1533-1539.
Oxford MEGHA KHOKHRA. 'An Approach to Detect Text and Caption in Video', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 5, 2017, p. 1533-1539. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/An_Approach_to_Detect_Text_and_Caption_in_Video_ijariie6854.pdf (Accessed : 31 October 2017).
Harvard MEGHA KHOKHRA. (2017) 'An Approach to Detect Text and Caption in Video', International Journal Of Advance Research And Innovative Ideas In Education, 3(5), pp. 1533-1539IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/An_Approach_to_Detect_Text_and_Caption_in_Video_ijariie6854.pdf (Accessed : 31 October 2017)
IEEE MEGHA KHOKHRA, "An Approach to Detect Text and Caption in Video," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 5, pp. 1533-1539, Sep-Oct 2017. [Online]. Available: https://ijariie.com/AdminUploadPdf/An_Approach_to_Detect_Text_and_Caption_in_Video_ijariie6854.pdf [Accessed : 31 October 2017].
Turabian MEGHA KHOKHRA. "An Approach to Detect Text and Caption in Video." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 5 (31 October 2017).
Vancouver MEGHA KHOKHRA. An Approach to Detect Text and Caption in Video. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 31 October 2017]; 3(5) : 1533-1539. Available from: https://ijariie.com/AdminUploadPdf/An_Approach_to_Detect_Text_and_Caption_in_Video_ijariie6854.pdf
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