Ankan Dash
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View article: Illusions in Humans and AI: How Visual Perception Aligns and Diverges
Illusions in Humans and AI: How Visual Perception Aligns and Diverges Open
By comparing biological and artificial perception through the lens of illusions, we highlight critical differences in how each system constructs visual reality. Understanding these divergences can inform the development of more robust, int…
View article: Eye-See-You: Reverse Pass-Through VR and Head Avatars
Eye-See-You: Reverse Pass-Through VR and Head Avatars Open
Virtual Reality (VR) headsets, while integral to the evolving digital ecosystem, present a critical challenge: the occlusion of users' eyes and portions of their faces, which hinders visual communication and may contribute to social isolat…
View article: Attentive Partial Convolution for RGBD Image Inpainting
Attentive Partial Convolution for RGBD Image Inpainting Open
In this work, we demonstrated the use of Partial Convolutions for RGBD image inpainting. We proposed the two models L-PConv and Attn-PConv. The baseline partial convolution model is outperformed by both of our proposed models, with the Att…
View article: Self-Supervised Learning for User Localization
Self-Supervised Learning for User Localization Open
Machine learning techniques have shown remarkable accuracy in localization tasks, but their dependency on vast amounts of labeled data, particularly Channel State Information (CSI) and corresponding coordinates, remains a bottleneck. Self-…
View article: HI-GAN: Hierarchical Inpainting GAN with Auxiliary Inputs for Combined RGB and Depth Inpainting
HI-GAN: Hierarchical Inpainting GAN with Auxiliary Inputs for Combined RGB and Depth Inpainting Open
Inpainting involves filling in missing pixels or areas in an image, a crucial technique employed in Mixed Reality environments for various applications, particularly in Diminished Reality (DR) where content is removed from a user's visual …
View article: A Review of Generative Adversarial Networks (GANs) and Its Applications in a Wide Variety of Disciplines: From Medical to Remote Sensing
A Review of Generative Adversarial Networks (GANs) and Its Applications in a Wide Variety of Disciplines: From Medical to Remote Sensing Open
We look into Generative Adversarial Network (GAN), its prevalent variants and applications in a number of sectors. GANs combine two neural networks that compete against one another using zero-sum game theory, allowing them to create much c…
View article: Safety in Traffic Management Systems: A Comprehensive Survey
Safety in Traffic Management Systems: A Comprehensive Survey Open
Traffic management systems play a vital role in ensuring safe and efficient transportation on roads. However, the use of advanced technologies in traffic management systems has introduced new safety challenges. Therefore, it is important t…
View article: A review of Generative Adversarial Networks (GANs) and its applications in a wide variety of disciplines -- From Medical to Remote Sensing
A review of Generative Adversarial Networks (GANs) and its applications in a wide variety of disciplines -- From Medical to Remote Sensing Open
We look into Generative Adversarial Network (GAN), its prevalent variants and applications in a number of sectors. GANs combine two neural networks that compete against one another using zero-sum game theory, allowing them to create much c…
View article: High Resolution Solar Image Generation using Generative Adversarial Networks
High Resolution Solar Image Generation using Generative Adversarial Networks Open
We applied Deep Learning algorithm known as Generative Adversarial Networks (GANs) to perform solar image-to-image translation. That is, from Solar Dynamics Observatory (SDO)/Helioseismic and Magnetic Imager(HMI) line of sight magnetogram …
View article: CFD Analysis ofWind Turbine Airfoil at Various Angles of Attack
CFD Analysis ofWind Turbine Airfoil at Various Angles of Attack Open
The main aim of the study was to analyze the NACA0012 wind turbine airfoil at various angles of attack, keeping the Reynolds number constant.The efficiency of the aerodynamic wind turbine is greatly influenced by the aerodynamic efficiency…