The traditional target detection or scene segmentation model can realize the extraction of video features, but the obtained features cannot restore the pixel information of the original video (if there is a deviation in understanding, please correct me). May I ask which articles have introduced a method for extracting video features and using these features for video reconstruction (that is, to achieve feature-to-pixel mapping). That is, the extracted video features can contain semantic information, or can they be used for video reconstruction?
http://www.ijircce.com/upload/2016/april/223_46_Feature.pdf
http://www.ijircce.com/upload/2016/april/223_46_Feature.pdf
I am sorry, I failed to understand your question. I couldn't understand the reconstruction part. Yet, I would like to contribute to knowledge sharing. There has been a research paper regarding an effective method of 3D reconstruction using some novel and devised algorithms. The following paper has been cited by many and is one of the state-of-the-art methods in image processing and reconstruction methods. Kindly do let me know if I was able to solve your problem or not. The paper link has been provided below.
https://people.csail.mit.edu/sparis/talks/Paris_06_3D_Reconstruction.pdf
There was some paper about your question and one of them is
The Extraction of Spatial Information and Object Location Information from Video
you can find how to extract video
and this is the website of it
https://link.springer.com/chapter/10.1007/978-3-642-41671-2_50
https://www.cell.com/current-biology/fulltext/S0960-9822(11)00937-7?_returnURL=https%3A%2F%2Flinkinghub.elsevier.com%2Fretrieve%2Fpii%2FS0960982211009377%3Fshowall%3Dtrue
@Tanmay Debnath. Thank you for sharing. I just want to extract some effective features through some feature extraction networks from videos or images, and then use these features to rebuild the video or image. But the features extracted by traditional technology can only be used for classification, recognition and so on. But I hope that the features can be used for video reconstruction.
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