In this article, we will discuss DeepSORT, which was published in 2017 and has influenced current multiple object tracking.
This article introduces the OpenCL support of Vortex, a RISC-V based open source GPGPU.
We made OpenBLAS compatible with 32-bit RISC-V and evaluated the performance of GEMM using an FPGA board with octa-core 32-bit RISC-V SoC.
In this report, we propose a CNN called SAR ATR with verification support (SAVERS), which performs region-wise (i.e. coarse) segmentation and pixel-wise segmentation. SAVERS discriminates between target and non-target, and classifies multiple target classes and non-target class by coarse segmentation.
In this report, we propose a novel CNN for end-to-end ATR from SAR imagery. The CNN named VersNet inputs a SAR image of arbitrary sizes with multiple classes and multiple targets, and outputs a SAR ATR image representing the position, class, and pose of each detected target.
This report deals with translation invariance of convolutional neural networks (CNNs) for automatic target recognition (ATR) from synthetic aperture radar (SAR) imagery.