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05/08/2023
SwinDocSegmenter: An End-to-End Unified Domain Adaptive Transformer for Document Instance Segmentation
Instance-level segmentation of documents consists in assigning a class-a...
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05/08/2023
Scene Text Recognition with Image-Text Matching-guided Dictionary
Employing a dictionary can efficiently rectify the deviation between the...
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08/04/2022
TIC: Text-Guided Image Colorization
Image colorization is a well-known problem in computer vision. However, ...
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07/24/2022
TIPS: Text-Induced Pose Synthesis
In computer vision, human pose synthesis and transfer deal with probabil...
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07/21/2022
SGBANet: Semantic GAN and Balanced Attention Network for Arbitrarily Oriented Scene Text Recognition
Scene text recognition is a challenging task due to the complex backgrou...
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06/06/2022
Scene Aware Person Image Generation through Global Contextual Conditioning
Person image generation is an intriguing yet challenging problem. Howeve...
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02/14/2022
Multi-scale Attention Guided Pose Transfer
Pose transfer refers to the probabilistic image generation of a person w...
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01/27/2022
DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer
Understanding documents with rich layouts is an essential step towards i...
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01/25/2022
DocEnTr: An End-to-End Document Image Enhancement Transformer
Document images can be affected by many degradation scenarios, which cau...
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11/20/2021
PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation
Medical image segmentation can provide detailed information for clinical...
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11/20/2021
Exploiting Multi-Scale Fusion, Spatial Attention and Patch Interaction Techniques for Text-Independent Writer Identification
Text independent writer identification is a challenging problem that dif...
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11/20/2021
AGA-GAN: Attribute Guided Attention Generative Adversarial Network with U-Net for Face Hallucination
The performance of facial super-resolution methods relies on their abili...
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08/20/2021
LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric Learning
Deep metric learning has been effectively used to learn distance metrics...
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07/09/2021
Graph-based Deep Generative Modelling for Document Layout Generation
One of the major prerequisites for any deep learning approach is the ava...
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07/06/2021
DocSynth: A Layout Guided Approach for Controllable Document Image Synthesis
Despite significant progress on current state-of-the-art image generatio...
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05/16/2021
MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation
Methods based on convolutional neural networks have improved the perform...
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05/06/2021
PLSM: A Parallelized Liquid State Machine for Unintentional Action Detection
Reservoir Computing (RC) offers a viable option to deploy AI algorithms ...
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11/10/2020
AIM 2020 Challenge on Learned Image Signal Processing Pipeline
This paper reviews the second AIM learned ISP challenge and provides the...
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10/23/2020
Position and Rotation Invariant Sign Language Recognition from 3D Point Cloud Data with Recurrent Neural Networks
Sign language is a gesture based symbolic communication medium among spe...
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07/15/2020
Self-Supervised Representation Learning for Detection of ACL Tear Injury in Knee MRI
The success and efficiency of Deep Learning based models for computer vi...
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07/14/2020
UDBNET: Unsupervised Document Binarization Network via Adversarial Game
Degraded document image binarization is one of the most challenging task...
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05/26/2020
A New Unified Method for Detecting Text from Marathon Runners and Sports Players in Video
Detecting text located on the torsos of marathon runners and sports play...
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04/17/2020
Modeling Extent-of-Texture Information for Ground Terrain Recognition
Ground Terrain Recognition is a difficult task as the context informatio...
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10/04/2019
DELP-DAR System for License Plate Detection and Recognition
Automatic License Plate detection and Recognition (ALPR) is a quite popu...
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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...
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05/03/2019
Distance Metric Learned Collaborative Representation Classifier
Any generic deep machine learning algorithm is essentially a function fi...
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03/21/2019
PProCRC: Probabilistic Collaboration of Image Patches
We present a conditional probabilistic framework for collaborative repre...
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03/04/2019
STEFANN: Scene Text Editor using Font Adaptive Neural Network
Textual information in a captured scene play important role in scene int...
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01/28/2019
CoCoNet: A Collaborative Convolutional Network
We present an end-to-end CNN architecture for fine-grained visual recogn...
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07/26/2018
Effects of Degradations on Deep Neural Network Architectures
Deep convolutional neural networks (CNNs) have achieved many state-of-th...
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07/18/2018
Bag-of-Visual-Words for Signature-Based Multi-Script Document Retrieval
An end-to-end architecture for multi-script document retrieval using han...
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06/19/2018
A New COLD Feature based Handwriting Analysis for Ethnicity/Nationality Identification
Identifying crime for forensic investigating teams when crimes involve p...
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04/28/2018
Learning Cross-Modal Deep Embeddings for Multi-Object Image Retrieval using Text and Sketch
In this work we introduce a cross modal image retrieval system that allo...
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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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01/01/2018
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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12/19/2017
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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10/25/2017
LOOP Descriptor: Encoding Repeated Local Patterns for Fine-grained Visual Identification of Lepidoptera
This letter introduces the LOOP binary descriptor (local optimal oriente...
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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
Text Recognition in Scene Image and Video Frame using Color Channel Selection
In recent years, recognition of text from natural scene image and video ...
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07/07/2017
SigNet: Convolutional Siamese Network for Writer Independent Offline Signature Verification
Offline signature verification is one of the most challenging tasks in b...
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02/01/2017
Product Graph-based Higher Order Contextual Similarities for Inexact Subgraph Matching
Many algorithms formulate graph matching as an optimization of an object...
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04/21/2016