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09/07/2023
Tracking Anything with Decoupled Video Segmentation
Training data for video segmentation are expensive to annotate. This imp...
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07/20/2023
Interactive Segmentation for Diverse Gesture Types Without Context
Interactive segmentation entails a human marking an image to guide how a...
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05/26/2023
Towards Open-World Segmentation of Parts
Segmenting object parts such as cup handles and animal bodies is importa...
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04/23/2023
GamutMLP: A Lightweight MLP for Color Loss Recovery
Cameras and image-editing software often process images in the wide-gamu...
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04/12/2023
Improving Diffusion Models for Scene Text Editing with Dual Encoders
Scene text editing is a challenging task that involves modifying or inse...
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12/02/2022
ObjectStitch: Generative Object Compositing
Object compositing based on 2D images is a challenging problem since it ...
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07/27/2022
One-Trimap Video Matting
Recent studies made great progress in video matting by extending the suc...
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01/18/2022
Boosting Robustness of Image Matting with Context Assembling and Strong Data Augmentation
Deep image matting methods have achieved increasingly better results on ...
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12/21/2021
Generalized Few-Shot Semantic Segmentation: All You Need is Fine-Tuning
Generalized few-shot semantic segmentation was introduced to move beyond...
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12/21/2021
Generalizing Interactive Backpropagating Refinement for Dense Prediction
As deep neural networks become the state-of-the-art approach in the fiel...
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11/27/2020
Rethinking Text Segmentation: A Novel Dataset and A Text-Specific Refinement Approach
Text segmentation is a prerequisite in many real-world text-related task...
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09/01/2020
Text and Style Conditioned GAN for Generation of Offline Handwriting Lines
This paper presents a GAN for generating images of handwritten lines con...
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04/06/2020
Objectness-Aware One-Shot Semantic Segmentation
While deep convolutional neural networks have led to great progress in i...
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03/25/2020
DeepStrip: High Resolution Boundary Refinement
In this paper, we target refining the boundaries in high resolution imag...
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03/17/2020
Getting to 99
Interactive object cutout tools are the cornerstone of the image editing...
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09/05/2019
Deep Visual Template-Free Form Parsing
Automatic, template-free extraction of information from form images is c...
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08/10/2019
Unconstrained Foreground Object Search
Many people search for foreground objects to use when editing images. Wh...
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08/05/2019
Answering Questions about Data Visualizations using Efficient Bimodal Fusion
Chart question answering (CQA) is a newly proposed visual question answe...
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04/07/2019
Measuring Human Perception to Improve Handwritten Document Transcription
The subtleties of human perception, as measured by vision scientists thr...
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09/03/2018
YouTube-VOS: Sequence-to-Sequence Video Object Segmentation
Learning long-term spatial-temporal features are critical for many video...
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03/22/2018
Guided Image Inpainting: Replacing an Image Region by Pulling Content from Another Image
Deep generative models have shown success in automatically synthesizing ...
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03/12/2018
Discriminability objective for training descriptive captions
One property that remains lacking in image captions generated by contemp...
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01/24/2018
DVQA: Understanding Data Visualizations via Question Answering
Bar charts are an effective way for humans to convey information to each...
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07/02/2017
Deep GrabCut for Object Selection
Most previous bounding-box-based segmentation methods assume the boundin...
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04/11/2017
Forecasting Human Dynamics from Static Images
This paper presents the first study on forecasting human dynamics from s...
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03/10/2017
Deep Image Matting
Image matting is a fundamental computer vision problem and has many appl...
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07/26/2016
Salient Object Subitizing
We study the problem of Salient Object Subitizing, i.e. predicting the e...
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04/02/2016
Automatic Annotation of Structured Facts in Images
Motivated by the application of fact-level image understanding, we prese...
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03/15/2016
Object Contour Detection with a Fully Convolutional Encoder-Decoder Network
We develop a deep learning algorithm for contour detection with a fully ...
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03/13/2016
Deep Interactive Object Selection
Interactive object selection is a very important research problem and ha...
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11/16/2015
Sherlock: Scalable Fact Learning in Images
We study scalable and uniform understanding of facts in images. Existing...
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05/27/2015
Inner and Inter Label Propagation: Salient Object Detection in the Wild
In this paper, we propose a novel label propagation based method for sal...
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05/01/2015