ISSN 2394-5125
 

Research Article 


VEHICLE TYPE RECOGNITION IN VIDEO FRAMES USING LBP WITH CNN

Pallikonda Sarah Suhasini, Bommareddy Naga Priyanka.

Abstract
Recognition of vehicles from traffic surveillance cameras during bad weather conditions became difficult task in the area of Intelligent Transport System (ITS). Nowadays, one of the most commonly faced problem by human beings is traffic congestion that is mostly in urban areas .The traffic recognition is important to avoid the accidents during bad weather conditions. This paper focuses on efficient and effective framework of vehicle type recognition in video frames using Local Binary Pattern (LBP) with Convolutional Neural Network (CNN) and this work tested on 900 frames and attained accuracy about 96%.

Key words: Intelligent Transport System (ITS), Convolutional Neural Network (CNN), Local Binary Pattern (LBP).


 
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Pubmed Style

Pallikonda Sarah Suhasini, Bommareddy Naga Priyanka. VEHICLE TYPE RECOGNITION IN VIDEO FRAMES USING LBP WITH CNN. JCR. 2020; 7(7): 3895-3903. doi:10.31838/jcr.07.7.340


Web Style

Pallikonda Sarah Suhasini, Bommareddy Naga Priyanka. VEHICLE TYPE RECOGNITION IN VIDEO FRAMES USING LBP WITH CNN. http://www.jcreview.com/?mno=3382 [Access: May 30, 2021]. doi:10.31838/jcr.07.7.340


AMA (American Medical Association) Style

Pallikonda Sarah Suhasini, Bommareddy Naga Priyanka. VEHICLE TYPE RECOGNITION IN VIDEO FRAMES USING LBP WITH CNN. JCR. 2020; 7(7): 3895-3903. doi:10.31838/jcr.07.7.340



Vancouver/ICMJE Style

Pallikonda Sarah Suhasini, Bommareddy Naga Priyanka. VEHICLE TYPE RECOGNITION IN VIDEO FRAMES USING LBP WITH CNN. JCR. (2020), [cited May 30, 2021]; 7(7): 3895-3903. doi:10.31838/jcr.07.7.340



Harvard Style

Pallikonda Sarah Suhasini, Bommareddy Naga Priyanka (2020) VEHICLE TYPE RECOGNITION IN VIDEO FRAMES USING LBP WITH CNN. JCR, 7 (7), 3895-3903. doi:10.31838/jcr.07.7.340



Turabian Style

Pallikonda Sarah Suhasini, Bommareddy Naga Priyanka. 2020. VEHICLE TYPE RECOGNITION IN VIDEO FRAMES USING LBP WITH CNN. Journal of Critical Reviews, 7 (7), 3895-3903. doi:10.31838/jcr.07.7.340



Chicago Style

Pallikonda Sarah Suhasini, Bommareddy Naga Priyanka. "VEHICLE TYPE RECOGNITION IN VIDEO FRAMES USING LBP WITH CNN." Journal of Critical Reviews 7 (2020), 3895-3903. doi:10.31838/jcr.07.7.340



MLA (The Modern Language Association) Style

Pallikonda Sarah Suhasini, Bommareddy Naga Priyanka. "VEHICLE TYPE RECOGNITION IN VIDEO FRAMES USING LBP WITH CNN." Journal of Critical Reviews 7.7 (2020), 3895-3903. Print. doi:10.31838/jcr.07.7.340



APA (American Psychological Association) Style

Pallikonda Sarah Suhasini, Bommareddy Naga Priyanka (2020) VEHICLE TYPE RECOGNITION IN VIDEO FRAMES USING LBP WITH CNN. Journal of Critical Reviews, 7 (7), 3895-3903. doi:10.31838/jcr.07.7.340