2 papers
cs.AR2024
Fast Generation of Custom Floating-Point Spatial Filters on FPGAs
Nelson Campos, Eran Edirisinghe, Salva Chesnokov +1
Convolutional Neural Networks (CNNs) have been utilised in many image and video processing applications. The convolution operator, also known as a spatial filter, is usually a line…
cs.CV2019
Distant Pedestrian Detection in the Wild using Single Shot Detector with Deep Convolutional Generative Adversarial Networks
Ranjith Dinakaran, Philip Easom, Li Zhang +3
In this work, we examine the feasibility of applying Deep Convolutional Generative Adversarial Networks (DCGANs) with Single Shot Detector (SSD) as data-processing technique to han…