Search Results for author: Ranjan Mondal

Found 3 papers, 2 papers with code

Morphological Networks for Image De-raining

1 code implementation8 Jan 2019 Ranjan Mondal, Pulak Purkait, Sanchayan Santra, Bhabatosh Chanda

Mathematical morphological methods have successfully been applied to filter out (emphasize or remove) different structures of an image.

SSIM

Morphological Network: How Far Can We Go with Morphological Neurons?

no code implementations ICLR 2019 Ranjan Mondal, Sanchayan Santra, Soumendu Sundar Mukherjee, Bhabatosh Chanda

A few works have tried to utilize morphological neurons as a part of classification (and regression) networks when the input is a feature vector.

 Ranked #1 on Representation Learning on Circle Data (using extra training data)

Image Dehazing regression +2

Image Dehazing via Joint Estimation of Transmittance Map and Environmental Illumination

1 code implementation4 Dec 2018 Sanchayan Santra, Ranjan Mondal, Pranoy Panda, Nishant Mohanty, Shubham Bhuyan

Image dehazing methods try to recover haze-free image by removing the effect of haze from a given input image.

Image Dehazing

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