Image processing and pattern recognition algorithms take more time for execution on a single core processor. Graphics Processing Unit (GPU) is more popular now-a-days due to their speed, programmability, low cost and more inbuilt execution cores in it. Most of the researchers started work to use GPUs as a processing unit with a single core computer system to speedup execution of algorithms and ...

Recently, embedded systems, such as mobile platforms, have multiple processing units that can operate in parallel, centralized (CPUs) and neural (NPUs). We use deep-learning compilers to generate machine code optimized for these systems from a deep network (DNN). However, the proposed so far codes sequentially execute DNN operators on single unit or parallel graphic (GPUs). In this study, we pr...

one of the complex documents in the real world is city maps. in these kinds of maps, text labels overlap by graphics with having a variety of fonts and styles in different orientations. usually, text and graphic colour is not predefined due to various map publishers. in most city maps, text and graphic lines form a single connected component. moreover, the common regions of text and graphic lin...