Using convolutional encoder-decoder for document image binarization
X Peng, H Cao, P Natarajan - 2017 14th IAPR international …, 2017 - ieeexplore.ieee.org
Document image binarization is one of the critical initial steps for document analysis and
understanding. Previous work mostly focused on exploiting hand-crafted features to build …
understanding. Previous work mostly focused on exploiting hand-crafted features to build …
Text extraction from video using conditional random fields
In this paper, we describe an approach to extract text from broadcast videos. Candidate
blocks are detected based on edge extraction results. Corners and geometrical features are …
blocks are detected based on edge extraction results. Corners and geometrical features are …
Discrete CRF based combination framework for document image binarization
Document image binarization is still an active research area as shows the number of
binarization techniques proposed since many decades. The binarization of degraded …
binarization techniques proposed since many decades. The binarization of degraded …
Exploiting stroke orientation for CRF based binarization of historical documents
X Peng, H Cao, K Subramanian… - 2013 12th …, 2013 - ieeexplore.ieee.org
We present a novel binarization method that is especially effective on historical documents
with the following characteristics:(a) the documents contain free-form cursive handwritten …
with the following characteristics:(a) the documents contain free-form cursive handwritten …
Recognizing textual entailment with a semantic edit distance metric
We present a Recognizing Textual Entailment (RTE) system based on different similarity
metrics. The metrics used are string-based metrics and the Semantic Edit Distance Metric …
metrics. The metrics used are string-based metrics and the Semantic Edit Distance Metric …
Degradation enhancement for the captured document image using retinex theory
The state-of-arts global thresholding techniques are fast and efficient to convert the gray
scale document image into a binary image. However, they are unsuitable for complex and …
scale document image into a binary image. However, they are unsuitable for complex and …
Investigation of binarization techniques for unevenly illuminated document images acquired via handheld cameras
Cameras in handheld devices, ie, mobile phones, have become the fastest and the easiest
method for capturing document images. However, document images captured with …
method for capturing document images. However, document images captured with …
[PDF][PDF] Information Extraction from Historical Semi-Structured Handwritten Documents
In this paper, we describe our approach to extract salient events such as birth and death
records from historical French parish documents that contain free-form handwritten text. The …
records from historical French parish documents that contain free-form handwritten text. The …
[PDF][PDF] Discrete CRF as a combination operator for document images binarization
Document images binarization is still an active research area as shows the number of
binarization techniques proposed since many decades. The binarization of degraded …
binarization techniques proposed since many decades. The binarization of degraded …