Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network | Paper Citation Record

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This paper cites Rethinking Atrous Convolution for Semantic Image Segmentation.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Rethinking Atrous Convolution for Semantic Image Segmentation

Reference 1

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Observation fcd9faaa-8bbf-4b42-8d14-cbc48793a05e · outbound

This paper cites Total-text: A com- prehensive dataset for scene text detection and recognition.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Total-text: A com- prehensive dataset for scene text detection and recognition

Reference 2

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Observation bfdea7bc-f4cd-446d-8bc1-ed0f1d19fae9 · outbound

This paper cites Pix- ellink: Detecting scene text via instance segmentation.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Pix- ellink: Detecting scene text via instance segmentation

Reference 3

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Observation 2cd0f651-1627-4476-88eb-e578615ba52d · outbound

This paper cites Imagenet: A large-scale hierarchical im- age database.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Imagenet: A large-scale hierarchical im- age database

Reference 4

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This paper cites Salient objects in clutter: Bringing salient object detection to the foreground.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Salient objects in clutter: Bringing salient object detection to the foreground

Reference 5

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Observation 409eff50-afa7-4f32-881c-13f25e989210 · outbound

This paper cites Structure-measure: A new way to evaluate foreground maps.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Structure-measure: A new way to evaluate foreground maps

Reference 6

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Observation 2f425e4d-4563-4fd4-9494-72790a11cbd9 · outbound

This paper cites Enhanced-alignment Measure for Binary Foreground Map Evaluation.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Enhanced-alignment Measure for Binary Foreground Map Evaluation

Reference 7

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Observation d174c83b-b685-4999-87b2-c3abaa9199c3 · outbound

This paper cites Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks

Reference 8

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Observation ee5337be-b932-4f8f-b59c-2e732c7ab926 · outbound

This paper cites Shifting more attention to video salient ob- ject detection.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Shifting more attention to video salient ob- ject detection

Reference 9

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Observation aef971f0-3dfd-4a94-802d-ad60289fc51b · outbound

This paper cites Synthetic data for text localisation in natural images.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Synthetic data for text localisation in natural images

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:06:23.917354Z

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Observation 7b25c4a1-53e8-4d76-b140-e91a0d9f1b25 · outbound

This paper cites Mask r-cnn.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Mask r-cnn

Reference 11

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Observation 85cf94de-91f6-463d-9541-a65a986af2ec · outbound

This paper cites Mask R-CNN.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Mask R-CNN

Reference 12

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Observation 2756d625-0711-45b9-900d-2f1bc131bf57 · outbound

This paper cites Delving deep into rectiﬁers: Surpassing human-level perfor- mance on imagenet classiﬁcation.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Delving deep into rectiﬁers: Surpassing human-level perfor- mance on imagenet classiﬁcation

Reference 13

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Observation 3b7d55d0-e68d-4e0f-9210-838eb69c1a84 · outbound

This paper cites Deep residual learning for image recognition.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Deep residual learning for image recognition

Reference 14

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This paper cites Identity mappings in deep residual networks.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Identity mappings in deep residual networks

Reference 15

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Observation 950a3306-3dbe-4950-a5d9-cfefecb41fe8 · outbound

This paper cites Single shot text detector with regional attention.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Single shot text detector with regional attention

Reference 16

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Observation a1da0474-5f63-4041-8dad-5cb6c8f41835 · outbound

This paper cites Deep direct regression for multi-oriented scene text detec- tion.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Deep direct regression for multi-oriented scene text detec- tion

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:06:23.833816Z

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Observation d8dfe5f5-08a6-4000-9cec-37f1b2d29362 · outbound

This paper cites MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Reference 18

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Observation 444aa8e0-06a6-4677-921f-fd4e8f898eb8 · outbound

This paper cites Wordsup: Exploiting word an- notations for character based text detection.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Wordsup: Exploiting word an- notations for character based text detection

Reference 19

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This paper cites Densely connected convolutional networks.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Densely connected convolutional networks

Reference 20

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This paper cites Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Reference 21

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Observation 5dbf6bf5-32d6-4a56-bbe0-b60c4cb302eb · outbound

This paper cites Icdar 2015 competition on ro- bust reading.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Icdar 2015 competition on ro- bust reading

Reference 22

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Observation b69b4f23-84c7-4d7e-855e-6d9411edfe36 · outbound

This paper cites Gradient-based learning applied to document recog- nition.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Gradient-based learning applied to document recog- nition

Reference 23

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Observation 552d2e7b-03fd-4f78-9c92-fa9c803c7323 · outbound

This paper cites Shape Robust Text Detection with Progressive Scale Expansion Network.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Shape Robust Text Detection with Progressive Scale Expansion Network

Reference 24

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This paper cites Selec- tive kernel networks.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Selec- tive kernel networks

Reference 25

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Observation e691f4b5-2b82-4e96-b626-86e682bd2885 · outbound

This paper cites Textboxes++: A single-shot oriented scene text detector.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Textboxes++: A single-shot oriented scene text detector

Reference 26

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Observation 0a9ada2b-02dc-4f74-9307-6e1eb604ce42 · outbound

This paper cites Textboxes: A fast text detector with a single deep neural network.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Textboxes: A fast text detector with a single deep neural network

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:06:23.742212Z

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Observation 83083b84-06ad-4dd6-93be-bea18cbd6228 · outbound

This paper cites Rotation-sensitive regression for oriented scene text detection.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Rotation-sensitive regression for oriented scene text detection

Reference 28

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Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Feature pyramid networks for object detection

Reference 29

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Observation f95db10f-89a6-43f8-9a0b-456c5dbc56b5 · outbound

This paper cites Ssd: Single shot multibox detector.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Ssd: Single shot multibox detector

Reference 30

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This paper cites Detecting curve text in the wild: New dataset and new solution.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Detecting curve text in the wild: New dataset and new solution

Reference 31

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This paper cites Learning markov clustering net- works for scene text detection.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Learning markov clustering net- works for scene text detection

Reference 32

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Observation 211eb848-f3a8-4cb0-a7cd-3dcb96f3625d · outbound

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Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Fully convolutional networks for semantic segmentation

Reference 33

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Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Fully convolutional networks for semantic segmentation

Reference 34

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Observation d0f0e0e3-6144-4eec-bbeb-b5015c1da3f4 · outbound

This paper cites Textsnake: A ﬂexible repre- sentation for detecting text of arbitrary shapes.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Textsnake: A ﬂexible repre- sentation for detecting text of arbitrary shapes

Reference 35

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Observation f5a6eadd-98b1-427e-8bcc-bf9aba6908b3 · outbound

This paper cites Mask textspotter: An end-to-end trainable neural network for spotting text with arbitrary shapes.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Mask textspotter: An end-to-end trainable neural network for spotting text with arbitrary shapes

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:06:23.638718Z

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Observation 8fbbb808-0eba-4e1f-b639-971b5d4546c8 · outbound

This paper cites Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation

Reference 37

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Observation 07b441a6-875b-4770-ac80-c785dc3cba68 · outbound

This paper cites Arbitrary-oriented scene text detection via rotation proposals.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Arbitrary-oriented scene text detection via rotation proposals

Reference 38

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Observation b8e501d8-5c52-4174-8be6-16dc59b02e20 · outbound

This paper cites V-net: Fully convolutional neural networks for volumetric medical image segmentation.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network V-net: Fully convolutional neural networks for volumetric medical image segmentation

Reference 39

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This paper cites Automatic differentiation in pytorch.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Automatic differentiation in pytorch

Reference 40

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This paper cites Faster r-cnn: Towards real-time object detection with region proposal networks.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Faster r-cnn: Towards real-time object detection with region proposal networks

Reference 41

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Observation f38d10e5-4e91-460b-9d50-efbb74063d56 · outbound

This paper cites Detecting oriented text in natural images by linking segments.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Detecting oriented text in natural images by linking segments

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:06:23.575198Z

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Observation 8b8602ed-b3bb-4fab-be8c-949ca9aa0dcc · outbound

This paper cites Training region-based object detectors with online hard ex- ample mining.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Training region-based object detectors with online hard ex- ample mining

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:06:23.562120Z

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Observation 215d116b-7d7b-4844-98af-ab9247145df8 · outbound

This paper cites Very deep convo- lutional networks for large-scale image recognition.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Very deep convo- lutional networks for large-scale image recognition

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:06:23.549687Z

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Observation 32421a34-ddcb-4841-a7de-83c85639bb41 · outbound

This paper cites On the importance of initialization and momentum in deep learning.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network On the importance of initialization and momentum in deep learning

Reference 45

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Observation f329ca0c-0bb2-4697-a42c-e7dba452b5d9 · outbound

This paper cites Cu-net: Coupled u-nets.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Cu-net: Coupled u-nets

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:06:23.526094Z

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Observation d344a326-7ee4-4bbe-9a9a-9c55c8ffeff4 · outbound

This paper cites De- tecting text in natural image with connectionist text proposal network.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network De- tecting text in natural image with connectionist text proposal network

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:06:23.515701Z

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Observation 69f8500c-3df4-4d32-a922-665f0a7bea58 · outbound

This paper cites Mixed link networks.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Mixed link networks

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:06:23.503060Z

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Observation f957ce16-5f20-41e2-9c15-ca705858ab17 · outbound

This paper cites Principal component analysis.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Principal component analysis

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:06:23.489499Z

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Observation 8aff02b0-ffbc-4ae7-806d-7610e5cfd900 · outbound

This paper cites Scene text detection with supervised pyra- mid context network.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Scene text detection with supervised pyra- mid context network

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:06:23.477443Z

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Observation 9b6b0a84-68aa-488b-9f6c-6a7e26c08ef3 · outbound

This paper cites A uniﬁed framework for multioriented text detection and recognition.IEEE Trans- actions on Image Processing, 23(11):4737–4749, 2014.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network A uniﬁed framework for multioriented text detection and recognition.IEEE Trans- actions on Image Processing, 23(11):4737–4749, 2014

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:06:23.462607Z

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Observation 72283497-6be9-4d14-ae03-7a5754557c6e · outbound

This paper cites Detecting texts of arbitrary orientations in natural images.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Detecting texts of arbitrary orientations in natural images

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:06:23.449546Z

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Observation 9236bdd3-ff98-4d02-95cd-ef68ef28d7a9 · outbound

This paper cites Scene Text Detection via Holistic, Multi-Channel Prediction.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Scene Text Detection via Holistic, Multi-Channel Prediction

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-14T13:06:23.171597Z

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Observation 18559861-db43-49d3-bdc9-1ce70c83650b · outbound

This paper cites Bisenet: Bilateral segmentation network for real-time semantic segmentation.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Bisenet: Bilateral segmentation network for real-time semantic segmentation

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:06:23.436375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 43c1f0ed-eb62-4d22-ad28-d87b214e8652 · outbound

This paper cites Multi-oriented text detection with fully convolutional networks.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Multi-oriented text detection with fully convolutional networks

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:06:23.423971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 358c0c58-21b9-42cc-868f-b6420f51ce6b · outbound

This paper cites Pyramid scene parsing network.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Pyramid scene parsing network

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:06:23.411842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation db444abf-aa01-41a1-859d-55a365b3497c · outbound

This paper cites Contrast prior and ﬂuid pyramid integration for rgbd salient object detection.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network Contrast prior and ﬂuid pyramid integration for rgbd salient object detection

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:06:23.399396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation edf13ec7-5cea-47c4-af6b-9ff62f543766 · outbound

This paper cites EAST: An Efficient and Accurate Scene Text Detector.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network EAST: An Efficient and Accurate Scene Text Detector

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-14T13:06:23.198071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09d58bd2-a39d-45b0-beaf-a1a4d503ead5 · outbound

This paper cites ResNet18 + 2FPEM + FFM.

Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network ResNet18 + 2FPEM + FFM

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T13:06:23.386567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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