Deep adaptive learning for writer identification based on single handwritten word images

Deep learning for word-level handwritten Indic script identification

We propose a novel method that uses convolutional neural networks (CNNs) for feature extraction. Not just limited to conventional spatial domain representation, we use multilevel 2D discrete Haar wavelet transform, where image representations are scaled to a variety of different sizes. These are then used to train different CNNs to select features. To be precise, we use 10 different CNNs that s...

Writer Identification Based on Offline Handwritten Document in Kannada Language

In earlier days it was a notion of the people who were using computers for their work have to adapt their style of input in a way computer expects-whether in typing, or filling out forms with letters. But at present, computers are able to accept different varieties of input methods such as human handwriting or biometric feature to name a few. At present computers are doing tasks which was once ...

Writer Identification based on offline Handwritten Document Images in Kannada language using Empirical Mode Decomposition method

New challenges in computer applications such as web searching, multimedia data retrieval, data mining, face recognition and handwriting recognition has attracted many researchers. Handwriting identification is one of the important research topics in the area of Pattern recognition and image processing. Many methods have been reported for identification of writer

Writer Identification based on offline Handwritten Document Images in Kannada language using Empirical Mode Decomposition method

Chinese Handwritten Writer Identification based on Structure Features and Extreme Learning Machine

In this paper,we propose a new approach for writer identification of Chinese handwritten.In our method, we deal with writer identification of Chinese handwritten using Chinese character structure features(CSF) and extreme learning machine(ELM).To extract the features embedded in Chinese handwriting characters, special structures have been explored according to the trait of Chinese handwriting c...