May 14, 2024, 4:46 a.m. | A V Subramanyam, Niyati Singal, Vinay K Verma

cs.CV updates on

arXiv:2405.07166v1 Announce Type: new
Abstract: Despite the rapid advancement in the field of image recognition, the processing of high-resolution imagery remains a computational challenge. However, this processing is pivotal for extracting detailed object insights in areas ranging from autonomous vehicle navigation to medical imaging analyses. Our study introduces a framework aimed at mitigating these challenges by leveraging memory efficient patch based processing for high resolution images. It incorporates a global context representation alongside local patch information, enabling a comprehensive understanding …

arxiv perception systems type vision

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