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03/27/2023
What Can Human Sketches Do for Object Detection?
Sketches are highly expressive, inherently capturing subjective and fine...
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03/24/2023
Exploiting Unlabelled Photos for Stronger Fine-Grained SBIR
This paper advances the fine-grained sketch-based image retrieval (FG-SB...
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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...
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03/20/2023
Sketch2Saliency: Learning to Detect Salient Objects from Human Drawings
Human sketch has already proved its worth in various visual understandin...
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03/20/2023
Picture that Sketch: Photorealistic Image Generation from Abstract Sketches
Given an abstract, deformed, ordinary sketch from untrained amateurs lik...
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03/14/2023
Data-Free Sketch-Based Image Retrieval
Rising concerns about privacy and anonymity preservation of deep learnin...
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10/27/2022
Towards Practicality of Sketch-Based Visual Understanding
Sketches have been used to conceptualise and depict visual objects from ...
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07/04/2022
Adaptive Fine-Grained Sketch-Based Image Retrieval
The recent focus on Fine-Grained Sketch-Based Image Retrieval (FG-SBIR) ...
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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 ...
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03/28/2022
Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches
The human visual system is remarkable in learning new visual concepts fr...
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03/28/2022
Sketching without Worrying: Noise-Tolerant Sketch-Based Image Retrieval
Sketching enables many exciting applications, notably, image retrieval. ...
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03/28/2022
Partially Does It: Towards Scene-Level FG-SBIR with Partial Input
We scrutinise an important observation plaguing scene-level sketch resea...
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03/28/2022
Sketch3T: Test-Time Training for Zero-Shot SBIR
Zero-shot sketch-based image retrieval typically asks for a trained mode...
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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 ...
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07/26/2021
Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition
Although text recognition has significantly evolved over the years, stat...
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07/26/2021
Text is Text, No Matter What: Unifying Text Recognition using Knowledge Distillation
Text recognition remains a fundamental and extensively researched topic ...
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07/26/2021
Towards the Unseen: Iterative Text Recognition by Distilling from Errors
Visual text recognition is undoubtedly one of the most extensively resea...
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04/05/2021
MetaHTR: Towards Writer-Adaptive Handwritten Text Recognition
Handwritten Text Recognition (HTR) remains a challenging problem to date...
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03/29/2021
StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval
Sketch-based image retrieval (SBIR) is a cross-modal matching problem wh...
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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...
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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...
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07/29/2020
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image Retrieval
Sketch as an image search query is an ideal alternative to text in captu...
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03/08/2020
Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches
Fine-grained visual classification (FGVC) is much more challenging than ...
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02/24/2020
Sketch Less for More: On-the-Fly Fine-Grained Sketch Based Image Retrieval
Fine-grained sketch-based image retrieval (FG-SBIR) addresses the proble...
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02/11/2020
The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification
Key for solving fine-grained image categorization is finding discriminat...
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02/09/2019
Facial Micro-Expression Spotting and Recognition using Time Contrasted Feature with Visual Memory
Facial micro-expressions are sudden involuntary minute muscle movements ...
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11/04/2018
Texture Synthesis Guided Deep Hashing for Texture Image Retrieval
With the large-scale explosion of images and videos over the internet, e...
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11/04/2018
Handwriting Recognition in Low-resource Scripts using Adversarial Learning
Handwritten Word Recognition and Spotting is a challenging field dealing...
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11/04/2018
Query-based Logo Segmentation
Logo detection in real-world scene images is an important problem with u...
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11/01/2018
Cogni-Net: Cognitive Feature Learning through Deep Visual Perception
Can we ask computers to recognize what we see from brain signals alone? ...
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10/31/2018
User Constrained Thumbnail Generation using Adaptive Convolutions
Thumbnails are widely used all over the world as a preview for digital i...
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10/25/2018
Improving Document Binarization via Adversarial Noise-Texture Augmentation
Binarization of degraded document images is an elementary step in most o...
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02/23/2018
Indic Handwritten Script Identification using Offline-Online Multimodal Deep Network
In this paper, we propose a novel approach of word-level Indic script id...
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01/22/2018
Handwriting Trajectory Recovery using End-to-End Deep Encoder-Decoder Network
In this paper, we introduce a novel technique to recover the pen traject...
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01/22/2018
Word Level Font-to-Font Image Translation using Convolutional Recurrent Generative Adversarial Networks
Conversion of one font to another font is very useful in real life appli...
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01/22/2018
Staff line Removal using Generative Adversarial Networks
Staff line removal is a crucial pre-processing step in Optical Music Rec...
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01/03/2018
A Novel Feature Descriptor for Image Retrieval by Combining Modified Color Histogram and Diagonally Symmetric Co-occurrence Texture Pattern
In this paper, we have proposed a novel feature descriptors combining co...
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01/01/2018
Script Identification in Natural Scene Image and Video Frame using Attention based Convolutional-LSTM Network
Script identification facilitates many important applications in documen...
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12/30/2017
Fractional Local Neighborhood Intensity Pattern for Image Retrieval using Genetic Algorithm
In this paper, a new texture descriptor named "Fractional Local Neighbor...
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12/19/2017
Cross-language Framework for Word Recognition and Spotting of Indic Scripts
Handwritten word recognition and spotting of low-resource scripts are di...
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12/05/2017
Zone-based Keyword Spotting in Bangla and Devanagari Documents
In this paper we present a word spotting system in text lines for offlin...
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09/07/2017
Local Neighborhood Intensity Pattern: A new texture feature descriptor for image retrieval
In this paper, a new texture descriptor based on the local neighborhood ...
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08/18/2017
Word Searching in Scene Image and Video Frame in Multi-Script Scenario using Dynamic Shape Coding
Retrieval of text information from natural scene images and video frames...
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08/01/2017
HMM-based Indic Handwritten Word Recognition using Zone Segmentation
This paper presents a novel approach towards Indic handwritten word reco...
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07/22/2017
Multi-Oriented Text Detection and Verification in Video Frames and Scene Images
In this paper, we bring forth a novel approach of video text detection u...
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07/21/2017
Date-Field Retrieval in Scene Image and Video Frames using Text Enhancement and Shape Coding
Text recognition in scene image and video frames is difficult because of...
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07/21/2017
HMM-based Writer Identification in Music Score Documents without Staff-Line Removal
Writer identification from musical score documents is a challenging task...
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07/21/2017