Search Results for author: Shailza Sharma

Found 3 papers, 0 papers with code

Feature boosting with efficient attention for scene parsing

no code implementations29 Feb 2024 Vivek Singh, Shailza Sharma, Fabio Cuzzolin

This paper presents a novel feature-boosting network that gathers spatial context from multiple levels of feature extraction and computes the attention weights for each level of representation to generate the final class labels.

Scene Parsing

Audio-visual video face hallucination with frequency supervision and cross modality support by speech based lip reading loss

no code implementations20 Nov 2022 Shailza Sharma, Abhinav Dhall, Vinay Kumar, Vivek Singh Bawa

In order to learn these fine spatio-temporal motion details, we propose a novel cross-modal audio-visual Video Face Hallucination Generative Adversarial Network (VFH-GAN).

Face Hallucination Generative Adversarial Network +2

Frequency Aware Face Hallucination Generative Adversarial Network with Semantic Structural Constraint

no code implementations5 Oct 2021 Shailza Sharma, Abhinav Dhall, Vinay Kumar

To explicitly encode the high frequency components, an auto encoder is proposed to generate high resolution coefficients of Discrete Cosine Transform (DCT).

Face Hallucination Generative Adversarial Network +1

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