Search Results for author: Hmrishav Bandyopadhyay

Found 7 papers, 1 papers with code

What Sketch Explainability Really Means for Downstream Tasks

no code implementations14 Mar 2024 Hmrishav Bandyopadhyay, Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Aneeshan Sain, Tao Xiang, Yi-Zhe Song

In this paper, we explore the unique modality of sketch for explainability, emphasising the profound impact of human strokes compared to conventional pixel-oriented studies.

Retrieval

SketchINR: A First Look into Sketches as Implicit Neural Representations

no code implementations14 Mar 2024 Hmrishav Bandyopadhyay, Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Aneeshan Sain, Tao Xiang, Timothy Hospedales, Yi-Zhe Song

(ii) SketchINR's auto-decoder provides a much higher-fidelity representation than other learned vector sketch representations, and is uniquely able to scale to complex vector sketches such as FS-COCO.

Data Compression

Doodle Your 3D: From Abstract Freehand Sketches to Precise 3D Shapes

no code implementations7 Dec 2023 Hmrishav Bandyopadhyay, Subhadeep Koley, Ayan Das, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Ayan Kumar Bhunia, Yi-Zhe Song

In this paper, we democratise 3D content creation, enabling precise generation of 3D shapes from abstract sketches while overcoming limitations tied to drawing skills.

Position

RectiNet-v2: A stacked network architecture for document image dewarping

no code implementations1 Feb 2021 Hmrishav Bandyopadhyay, Tanmoy Dasgupta, Nibaran Das, Mita Nasipuri

With the advent of mobile and hand-held cameras, document images have found their way into almost every domain.

Ranked #2 on SSIM on DocUNet

MS-SSIM SSIM

Cannot find the paper you are looking for? You can Submit a new open access paper.