Search Results for author: Saikat Dutta

Found 12 papers, 6 papers with code

ReFIn: A Refinement Approach for Video Frame Interpolation

no code implementations NeurIPS Workshop Deep_Invers 2021 Saikat Dutta, Anurag Mittal

Video Frame Interpolation is an important video enhancement problem which aims to generate one or multiple frames between consecutive frames in video.

Optical Flow Estimation Video Enhancement +1

MSR-Net: Multi-Scale Relighting Network for One-to-One Relighting

no code implementations13 Jul 2021 Sourya Dipta Das, Nisarg A. Shah, Saikat Dutta

Deep image relighting allows photo enhancement by illumination-specific retouching without human effort and so it is getting much interest lately.

Image Relighting

Stacked Deep Multi-Scale Hierarchical Network for Fast Bokeh Effect Rendering from a Single Image

1 code implementation15 May 2021 Saikat Dutta, Sourya Dipta Das, Nisarg A. Shah, Anil Kumar Tiwari

Most of the existing methods utilized additional sensor's data or pretrained network for fine depth estimation of the scene and sometimes use portrait segmentation pretrained network module to segment salient objects in the image.

Bokeh Effect Rendering

A Heuristic-driven Uncertainty based Ensemble Framework for Fake News Detection in Tweets and News Articles

1 code implementation5 Apr 2021 Sourya Dipta Das, Ayan Basak, Saikat Dutta

We have evaluated our results on the COVID-19 Fake News dataset and FakeNewsNet dataset to show the effectiveness of the proposed algorithm on detecting fake news in short news content as well as in news articles.

Fake News Detection

A Heuristic-driven Ensemble Framework for COVID-19 Fake News Detection

1 code implementation10 Jan 2021 Sourya Dipta Das, Ayan Basak, Saikat Dutta

The significance of social media has increased manifold in the past few decades as it helps people from even the most remote corners of the world stay connected.

Fake News Detection

Depth-aware Blending of Smoothed Images for Bokeh Effect Generation

1 code implementation28 May 2020 Saikat Dutta

The original image and different versions of smoothed images are blended to generate Bokeh effect with the help of a monocular depth estimation network.

Bokeh Effect Rendering

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