We further investigated the separation of the luminal and stromal portions of the choroid using a binarization technique and reported that scleral thickness positively correlates with the choroidal luminal/stromal ratio in eyes with CSC [31]. In other words, thicker sclera in eyes with CSC indicates...
The first step in intelligent document processing is pre-processing. This step involves binarization, noise reduction, de-skewing, and de-speckling. These techniques help to improve the quality of the document images before they are processed by OCR and AI algorithms. This ensures that the data ...
text recognition. It comprises two key components: the detector and the extractor. The detector is tasked with pinpointing text within an image or document. It employs various algorithms, such asEAST (Efficient and Accurate Scene Text)orDB (Differentiable Binarization)detectors, to identify text ...
The detector is responsible for locating the text in an image or document. It can use different algorithms, such as the EAST (Efficient and Accurate Scene Text) or DB (Differentiable Binarization) detectors, to find text regions. DB detector architecture. Image source Once the detector locates ...
Experimental results on both intra-domain and cross-domain fashion clothing image retrieval show that deep learning based image features with explicit fashion prior knowledge guidance best describe fashion, and feature binarization scheme also achieves compar rable results in terms of various fashion ...
Think of each data point as a ruler. Binary quantization splits this ruler in half at a certain point, marking everything above as "1" and everything below as "0". Thisbinarizationprocess results in a string of bits, representing the original vector. ...
Experimental results on both intra-domain and cross-domain fashion clothing image retrieval show that deep learning based image features with explicit fashion prior knowledge guidance best describe fashion, and feature binarization scheme also achieves compar rable results in terms of various fashion ...