ISSN 2394-5125
 

Research Article 


DENSITY ESTIMATION BASED TECHNIQUES FOR IDENTIFYING CROWD COUNTING IN IMAGES FOR JAMMED AREAS USING CNN

S.ParthibanA.Poornima, K. Venkatesh, A.Sivanesh Kumar.

Abstract
Image processing is set of computational methods for breaking down, improving, condensing, and reshaping
images. Its principle parts are fetching in, in which an image is caught through checking or innovative
photography, exploration and control of the image. This thought of Crowd tallying utilizing image handling for
identifying what amount of people in the specific image. It tends to be utilized for the record reason for a
specific occasion. By realizing the group tally important security precautionary measures could be taken. There
are at present barely any techniques we can use for including the number individuals in a group like Detectionbased strategies, Regression based techniques, Density estimation-based techniques, CNN- based strategies.
Here we are utilizing CNN- based strategies .This strategy is exceptionally valuable for overseeing specific
circumstance where we see intensely swarmed and should be checked, for example, grocery stores, shopping
centers, gatherings, occasions, and open spots .

Key words: CNN, Density estimation-based techniques, Deep Learning


 
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How to Cite this Article
Pubmed Style

S.ParthibanA.Poornima, K. Venkatesh, A.Sivanesh Kumar. DENSITY ESTIMATION BASED TECHNIQUES FOR IDENTIFYING CROWD COUNTING IN IMAGES FOR JAMMED AREAS USING CNN. JCR. 2020; 7(17): 1373-1383. doi:10.31838/jcr.07.17.177


Web Style

S.ParthibanA.Poornima, K. Venkatesh, A.Sivanesh Kumar. DENSITY ESTIMATION BASED TECHNIQUES FOR IDENTIFYING CROWD COUNTING IN IMAGES FOR JAMMED AREAS USING CNN. http://www.jcreview.com/?mno=29384 [Access: August 18, 2021]. doi:10.31838/jcr.07.17.177


AMA (American Medical Association) Style

S.ParthibanA.Poornima, K. Venkatesh, A.Sivanesh Kumar. DENSITY ESTIMATION BASED TECHNIQUES FOR IDENTIFYING CROWD COUNTING IN IMAGES FOR JAMMED AREAS USING CNN. JCR. 2020; 7(17): 1373-1383. doi:10.31838/jcr.07.17.177



Vancouver/ICMJE Style

S.ParthibanA.Poornima, K. Venkatesh, A.Sivanesh Kumar. DENSITY ESTIMATION BASED TECHNIQUES FOR IDENTIFYING CROWD COUNTING IN IMAGES FOR JAMMED AREAS USING CNN. JCR. (2020), [cited August 18, 2021]; 7(17): 1373-1383. doi:10.31838/jcr.07.17.177



Harvard Style

S.ParthibanA.Poornima, K. Venkatesh, A.Sivanesh Kumar (2020) DENSITY ESTIMATION BASED TECHNIQUES FOR IDENTIFYING CROWD COUNTING IN IMAGES FOR JAMMED AREAS USING CNN. JCR, 7 (17), 1373-1383. doi:10.31838/jcr.07.17.177



Turabian Style

S.ParthibanA.Poornima, K. Venkatesh, A.Sivanesh Kumar. 2020. DENSITY ESTIMATION BASED TECHNIQUES FOR IDENTIFYING CROWD COUNTING IN IMAGES FOR JAMMED AREAS USING CNN. Journal of Critical Reviews, 7 (17), 1373-1383. doi:10.31838/jcr.07.17.177



Chicago Style

S.ParthibanA.Poornima, K. Venkatesh, A.Sivanesh Kumar. "DENSITY ESTIMATION BASED TECHNIQUES FOR IDENTIFYING CROWD COUNTING IN IMAGES FOR JAMMED AREAS USING CNN." Journal of Critical Reviews 7 (2020), 1373-1383. doi:10.31838/jcr.07.17.177



MLA (The Modern Language Association) Style

S.ParthibanA.Poornima, K. Venkatesh, A.Sivanesh Kumar. "DENSITY ESTIMATION BASED TECHNIQUES FOR IDENTIFYING CROWD COUNTING IN IMAGES FOR JAMMED AREAS USING CNN." Journal of Critical Reviews 7.17 (2020), 1373-1383. Print. doi:10.31838/jcr.07.17.177



APA (American Psychological Association) Style

S.ParthibanA.Poornima, K. Venkatesh, A.Sivanesh Kumar (2020) DENSITY ESTIMATION BASED TECHNIQUES FOR IDENTIFYING CROWD COUNTING IN IMAGES FOR JAMMED AREAS USING CNN. Journal of Critical Reviews, 7 (17), 1373-1383. doi:10.31838/jcr.07.17.177