Search Results for author: Chiranjoy Chattopadhyay

Found 7 papers, 1 papers with code

Knowledge driven Description Synthesis for Floor Plan Interpretation

no code implementations15 Mar 2021 Shreya Goyal, Chiranjoy Chattopadhyay, Gaurav Bhatnagar

These two models take advantage of modern deep neural networks for visual feature extraction and text generation.

Image Captioning Text Generation

Automatic Rendering of Building Floor Plan Images from Textual Descriptions in English

no code implementations29 Nov 2018 Mahak Jain, Anurag Sanyal, Shreya Goyal, Chiranjoy Chattopadhyay, Gaurav Bhatnagar

Human beings understand natural language description and could able to imagine a corresponding visual for the same.

Siamese LSTM based Fiber Structural Similarity Network (FS2Net) for Rotation Invariant Brain Tractography Segmentation

no code implementations28 Dec 2017 Shreyas Malakarjun Patil, Aditya Nigam, Arnav Bhavsar, Chiranjoy Chattopadhyay

In this paper, we propose a novel deep learning architecture combining stacked Bi-directional LSTM and LSTMs with the Siamese network architecture for segmentation of brain fibers, obtained from tractography data, into anatomically meaningful clusters.

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