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Glass: Global to local attention for scene-text spotting
In recent years, the dominant paradigm for text spotting is to combine the tasks of text
detection and recognition into a single end-to-end framework. Under this paradigm, both …
detection and recognition into a single end-to-end framework. Under this paradigm, both …
Exploring stroke-level modifications for scene text editing
Scene text editing (STE) aims to replace text with the desired one while preserving
background and styles of the original text. However, due to the complicated background …
background and styles of the original text. However, due to the complicated background …
Multi-view correlation distillation for incremental object detection
In real applications, new object classes often emerge after the detection model has been
trained on a prepared dataset with fixed classes. Fine-tuning the old model with only new …
trained on a prepared dataset with fixed classes. Fine-tuning the old model with only new …
Towards robust real-time scene text detection: From semantic to instance representation learning
Due to the flexible representation of arbitrary-shaped scene text and simple pipeline, bottom-
up segmentation-based methods begin to be mainstream in real-time scene text detection …
up segmentation-based methods begin to be mainstream in real-time scene text detection …
Beyond OCR+ VQA: Towards end-to-end reading and reasoning for robust and accurate textvqa
Text-based visual question answering (TextVQA), which answers a visual question by
considering both visual contents and scene texts, has attracted increasing attention recently …
considering both visual contents and scene texts, has attracted increasing attention recently …
[PDF][PDF] Divide Rows and Conquer Cells: Towards Structure Recognition for Large Tables.
Abstract Recent advanced Table Structure Recognition (TSR) models adopt image-to-text
solutions to parse table structure. These methods can be formulated as image caption …
solutions to parse table structure. These methods can be formulated as image caption …
Tpsnet: Reverse thinking of thin plate splines for arbitrary shape scene text representation
The research focus of scene text detection and recognition has shifted to arbitrary shape text
in recent years, where the text shape representation is a fundamental problem. An ideal …
in recent years, where the text shape representation is a fundamental problem. An ideal …
Perceiving ambiguity and semantics without recognition: an efficient and effective ambiguous scene text detector
Ambiguous scene text detection is an extremely challenging task. Existing text detectors that
rely solely on visual cues often suffer from confusion due to being evenly distributed in …
rely solely on visual cues often suffer from confusion due to being evenly distributed in …
First creating backgrounds then rendering texts: A new paradigm for visual text blending
Diffusion models, known for their impressive image generation abilities, have played a
pivotal role in the rise of visual text generation. Nevertheless, existing visual text generation …
pivotal role in the rise of visual text generation. Nevertheless, existing visual text generation …
Filling in the blank: Rationale-augmented prompt tuning for TextVQA
Recently, generative Text-based visual question answering (TextVQA) methods, which are
often based on language models, have exhibited impressive results and drawn increasing …
often based on language models, have exhibited impressive results and drawn increasing …