Pinaki Nath Chowdhury | DeepAI

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∙ 06/19/2023

3D VR Sketch Guided 3D Shape Prototyping and Exploration

3D shape modeling is labor-intensive and time-consuming and requires yea...

0 Ling Luo, et al. ∙

∙ 03/27/2023

What Can Human Sketches Do for Object Detection?

Sketches are highly expressive, inherently capturing subjective and fine...

0 Pinaki Nath Chowdhury, et al. ∙

∙ 03/24/2023

Exploiting Unlabelled Photos for Stronger Fine-Grained SBIR

This paper advances the fine-grained sketch-based image retrieval (FG-SB...

0 Aneeshan Sain, et al. ∙

∙ 03/23/2023

CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not

In this paper, we leverage CLIP for zero-shot sketch based image retriev...

0 Aneeshan Sain, et al. ∙

∙ 03/20/2023

Sketch2Saliency: Learning to Detect Salient Objects from Human Drawings

Human sketch has already proved its worth in various visual understandin...

0 Ayan Kumar Bhunia, et al. ∙

∙ 03/20/2023

Picture that Sketch: Photorealistic Image Generation from Abstract Sketches

Given an abstract, deformed, ordinary sketch from untrained amateurs lik...

0 Subhadeep Koley, et al. ∙

∙ 07/04/2022

Adaptive Fine-Grained Sketch-Based Image Retrieval

The recent focus on Fine-Grained Sketch-Based Image Retrieval (FG-SBIR) ...

6 Ayan Kumar Bhunia, et al. ∙

∙ 04/25/2022

SceneTrilogy: On Scene Sketches and its Relationship with Text and Photo

We for the first time extend multi-modal scene understanding to include ...

0 Pinaki Nath Chowdhury, et al. ∙

∙ 03/28/2022

Sketching without Worrying: Noise-Tolerant Sketch-Based Image Retrieval

Sketching enables many exciting applications, notably, image retrieval. ...

12 Ayan Kumar Bhunia, et al. ∙

∙ 03/28/2022

Partially Does It: Towards Scene-Level FG-SBIR with Partial Input

We scrutinise an important observation plaguing scene-level sketch resea...

0 Pinaki Nath Chowdhury, et al. ∙

∙ 03/28/2022

Sketch3T: Test-Time Training for Zero-Shot SBIR

Zero-shot sketch-based image retrieval typically asks for a trained mode...

0 Aneeshan Sain, et al. ∙

∙ 03/04/2022

FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context

We advance sketch research to scenes with the first dataset of freehand ...

0 Pinaki Nath Chowdhury, et al. ∙

∙ 08/26/2021

SketchLattice: Latticed Representation for Sketch Manipulation

The key challenge in designing a sketch representation lies with handlin...

0 Yonggang Qi, et al. ∙

∙ 07/26/2021

Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition

Although text recognition has significantly evolved over the years, stat...

0 Ayan Kumar Bhunia, et al. ∙

∙ 07/26/2021

Text is Text, No Matter What: Unifying Text Recognition using Knowledge Distillation

Text recognition remains a fundamental and extensively researched topic ...

0 Ayan Kumar Bhunia, et al. ∙

∙ 07/26/2021

Towards the Unseen: Iterative Text Recognition by Distilling from Errors

Visual text recognition is undoubtedly one of the most extensively resea...

0 Ayan Kumar Bhunia, et al. ∙

∙ 04/05/2021

MetaHTR: Towards Writer-Adaptive Handwritten Text Recognition

Handwritten Text Recognition (HTR) remains a challenging problem to date...

0 Ayan Kumar Bhunia, et al. ∙

∙ 03/25/2021

More Photos are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval

A fundamental challenge faced by existing Fine-Grained Sketch-Based Imag...

0 Ayan Kumar Bhunia, et al. ∙

∙ 03/25/2021

Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting

Self-supervised learning has gained prominence due to its efficacy at le...

0 Ayan Kumar Bhunia, et al. ∙

∙ 07/14/2020

UDBNET: Unsupervised Document Binarization Network via Adversarial Game

Degraded document image binarization is one of the most challenging task...

10 Amandeep Kumar, et al. ∙

∙ 04/17/2020

Modeling Extent-of-Texture Information for Ground Terrain Recognition

Ground Terrain Recognition is a difficult task as the context informatio...

2 Shuvozit Ghose, et al. ∙

∙ 07/01/2019

ICDAR2019 Robust Reading Challenge on Multi-lingual Scene Text Detection and Recognition -- RRC-MLT-2019

With the growing cosmopolitan culture of modern cities, the need of robu...

0 Nibal Nayef, et al. ∙

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