Plan2Text: A framework for describing building floor plan images from first person perspective
Citations
11 citations
Additional excerpts
...In [14], [15], authors have used handcrafted features for identifying decor symbol, room information and generating region wise caption generation....
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8 citations
4 citations
Cites background from "Plan2Text: A framework for describi..."
...Very recently, attempts were made to extend the same for document images also [8]....
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4 citations
4 citations
References
14,245 citations
"Plan2Text: A framework for describi..." refers methods in this paper
...For each of the given canonical texture of material, a mask is calculated and features are extracted using Local Binary Patterns (LBP)(A detailed introduction of LBP can be found in [13] ), and a normalized histogram (HB ,HC ,HW ) is generated....
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...In [13], a method for recognizing “uniform” binary patterns was proposed....
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9,293 citations
"Plan2Text: A framework for describi..." refers methods in this paper
...However, to quantify the quality of the description synthesis we have computed the Recall-Oriented Understudy for Gisting Evaluation (ROUGE) [20] score....
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...Then we compute the ROUGE score by taking average of corpus level scores....
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...ROUGE scores (Tab....
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...For ROUGE evaluation we invite volunteers to write description of the floor plan image....
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7,849 citations
"Plan2Text: A framework for describi..." refers methods in this paper
...For material segmentation, we compared our algorithm with Simple Linear Iterative Clustering (SLIC) [19]....
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...IV to show that our algorithm (in bold letters) for material segmentation outperformed SLIC....
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4,011 citations
"Plan2Text: A framework for describi..." refers background in this paper
...where, k ∈ {B,W,C}, and Dk is the distance [17] between a pair of histograms of material k, β and ξ are the bins corresponding to histograms of current segment s and material k respectively, and n is the number of bins....
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1,847 citations
"Plan2Text: A framework for describi..." refers methods in this paper
...However, in [9], the image was divided into blocks, and blocks with higher density are considered as text using FAST [10] method....
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