Portfolio

Speckle Reduction for Improved Classification

Published:

different speckle reduction techniques have been studied and implemented in software,and then tested on breast images in order to examine the impact on lesions classification as malignant or benign

Creating Segmentation Maps using Style GAN

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created a segmentation map using StyleGAN and then created a realistic image from it by the help of SPADE. In the next stage we compared ,by FID and visually, our training process results

Les Furnitures

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3D Room Representation using a single image, By using GroundingDINO and SegmentAnything we detect the furniture and by using ZoeDepth or LeReS we calculate the relative depth

Human Perceptual Weight Judgment

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Our hypothesis is that the feet plays a pivotal role in human perceptual weight judgment. To test this, we conducted an psychophysical experiment where subjects lifted boxes of varying weights and participantes were requested to estimated the box weight