Search Results for author: Himanshu Vaghela

Found 4 papers, 1 papers with code

Auto-Encoding Progressive Generative Adversarial Networks For 3D Multi Object Scenes

1 code implementation8 Mar 2019 Vedant Singh, Manan Oza, Himanshu Vaghela, Pratik Kanani

The conventional 3D generative adversarial models are not efficient in generating multi object scenes, they usually tend to generate either one object or generate fuzzy results of multiple objects.

Object Representation Learning +1

MREAK : Morphological Retina Keypoint Descriptor

no code implementations24 Jan 2019 Himanshu Vaghela, Manan Oza, Sudhir Bagul

Our results show that matched keypoints are more efficient than FREAK descriptor and requires low computation time than various descriptors like SIFT, BRISK and SURF.

Semi-Supervised Image-to-Image Translation

no code implementations24 Jan 2019 Manan Oza, Himanshu Vaghela, Sudhir Bagul

The advantage of using such an approach is that the image-to-image translation is semi-supervised, independant of image segmentation and inherits the properties of generative adversarial networks tending to produce realistic.

Generative Adversarial Network Image Segmentation +5

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