Rethinking Two-Stage Referring Expression Comprehension: A Novel Grounding and Segmentation Method Modulated by Point
P Zhao, S Zheng, W Zhao, D Xu, P Li, Y Cai… - Proceedings of the …, 2024 - ojs.aaai.org
As a fundamental and challenging task in the vision and language domain, Referring
Expression Comprehension (REC) has shown impressive improvements recently. However …
Expression Comprehension (REC) has shown impressive improvements recently. However …
Decoupling-Cooperative Framework for Referring Expression Comprehension
Referring Expression Comprehension (REC) aims to locate a specific object within an image
by interpreting a referring expression articulated in natural language. This task comprises …
by interpreting a referring expression articulated in natural language. This task comprises …
CK-Transformer: Commonsense Knowledge Enhanced Transformers for Referring Expression Comprehension
Z Zhang, H Yannakoudakis, X Zhen… - arXiv preprint arXiv …, 2023 - arxiv.org
The task of multimodal referring expression comprehension (REC), aiming at localizing an
image region described by a natural language expression, has recently received increasing …
image region described by a natural language expression, has recently received increasing …
Cross-modality synergy network for referring expression comprehension and segmentation
Referring expression comprehension and segmentation aim to locate and segment a
referred instance in an image according to a natural language expression. However …
referred instance in an image according to a natural language expression. However …
Towards Unsupervised Referring Expression Comprehension with Visual Semantic Parsing
Abstract Referring Expression Comprehension (REC) is a task that involves grounding a
specific object in an image based on a given referring query in the form of bounding boxes …
specific object in an image based on a given referring query in the form of bounding boxes …
InterREC: An Interpretable Method for Referring Expression Comprehension
Referring Expression Comprehension (REC) aims to locate the target object in the image
according to a referring expression. This is a challenging task owing to the need for …
according to a referring expression. This is a challenging task owing to the need for …
Bottom-up and bidirectional alignment for referring expression comprehension
In this paper, we propose a one-stage approach to improve referring expression
comprehension (REC) which aims at grounding the referent according to a natural language …
comprehension (REC) which aims at grounding the referent according to a natural language …
LGR-NET: Language Guided Reasoning Network for Referring Expression Comprehension
Referring Expression Comprehension (REC) is a fundamental task in the vision and
language domain, which aims to locate an image region according to a natural language …
language domain, which aims to locate an image region according to a natural language …
Referring expression comprehension: A survey of methods and datasets
Referring expression comprehension (REC) aims to localize a target object in an image
described by a referring expression phrased in natural language. Different from the object …
described by a referring expression phrased in natural language. Different from the object …
UniQRNet: Unifying Referring Expression Grounding and Segmentation with QRNet
Referring expression comprehension aims to align natural language queries with visual
scenes, which requires establishing fine-grained correspondence between vision and …
scenes, which requires establishing fine-grained correspondence between vision and …