TiTok is a 1-dimensional (1D) image tokenization framework that “breaks grid constraints existing in 2D tokenization methods,” leading to more flexible and compact images. “As a result ...

A compact formulation is provided to tokenize an image into a 1D latent sequence. The proposed method can represent an image with 8 to 64 times fewer tokens than the commonly used 2D tokenizers.

Otherwise if you called the function find_barcodes you will received a python list of ibex_1d.Result instances, this class store info about the execution (like execution status, message, debug steps) ...

Compared with a RGB images, the mapping between the low-high HSI pairs is more difficult since much more spectral bands are involved. In this paper, a novel dual 1D-2D spatial-spectral convolutional ...

In a sense, your data doesn’t come from your experiment, but from your image of your experiment. TotalLab has been creating 1D and 2D image analysis software for the life sciences for over 20 years.

A CFA is created using add-on red, green, and blue color filters in front of the objective lens for a conventional 2D camera system. The multiple plane images are computed using various image regions ...

A morphology-based one-dimensional (1D) image processing approach for 2D images is introduced in this work. Through 1D SEs in the shape of the line or pair and 1D target recovery and determination ...