https://github.com/lartpang/comptr

ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary Transformer
https://github.com/lartpang/comptr

change-detection change-detection-algorithms change-detector crowd-count crowd-counting crowdcounter crowdcounting rgbd-saliency-detection rgbd-salient-object-detection rgbd-segmentation rgbd-semantic-segmentation rgbt-saliency-detection rgbt-salient-object-detection saliency-detection saliency-methods saliency-model salient-area-extraction salient-object-detection

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ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary Transformer

• Host: GitHub
• URL: https://github.com/lartpang/comptr
• Owner: lartpang
• License: mit
• Created: 2023-07-23T15:20:01.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2024-02-08T08:21:47.000Z (over 1 year ago)
• Last Synced: 2025-01-20T00:53:44.175Z (5 months ago)
• Topics: change-detection, change-detection-algorithms, change-detector, crowd-count, crowd-counting, crowdcounter, crowdcounting, rgbd-saliency-detection, rgbd-salient-object-detection, rgbd-segmentation, rgbd-semantic-segmentation, rgbt-saliency-detection, rgbt-salient-object-detection, saliency-detection, saliency-methods, saliency-model, salient-area-extraction, salient-object-detection
• Homepage: https://arxiv.org/abs/2307.12349
• Size: 4.88 KB
• Stars: 7
• Watchers: 2
• Forks: 1
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# ComPtr

ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary Transformer

> [!NOTE]  

> The paper is still under review.

> Considering that it may need to be further revised according to the reviewers' comments, the code cannot be stabilized at the moment.

> So it will still take some time for the full code to be released.

## Results

### Remote Sensing Change Detection & RGB-T Crowd Counting



    



### RGB-D/T Salient Object Detection

| dataset                          | model                                                                                                                                                                                                        |

| -------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |

| DUTRGBD NJUD NLPR SIP STEREO1000 | [comptr-b](https://github.com/lartpang/ComPtr/releases/download/prediction-v0.1/comptr-b-rgbdsod.zip), [comptr-t](https://github.com/lartpang/ComPtr/releases/download/prediction-v0.1/comptr-t-rgbdsod.zip) |

| VT821 VT1000 VT5000TE            | [comptr-b](https://github.com/lartpang/ComPtr/releases/download/prediction-v0.1/comptr-b-rgbtsod.zip), [comptr-t](https://github.com/lartpang/ComPtr/releases/download/prediction-v0.1/comptr-t-rgbtsod.zip) |



    



### RGB-D Semantic Segmentation