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10 years of news and resources for members of the IEEE Signal Processing Society
The November 2017 special issue of SPM on deep learning for visual understanding surveyed deep-learning solutions under reinforcement; weakly supervised and multimodal settings, investigated their robustness; and presented overviews of their applications in domain adaptation, hashing, semantic segmentation, metric learning, inverse problems in imaging, image-to-text generation, and picture-quality assessment.
Complementing these topics in this second part of the special issue of SPM in March 2018 on deep learning for visual understanding, the editors continue providing tutorials on deeplearning techniques for understanding face images, salient and category-specific object detection, superresolution, denoising, deblurring, compressive sensing, zero-shot recognition, and conditional random fields. This edition also has three articles on popular areas of GANs, deep regression Bayesian networks, and model compression and acceleration. the editors hope these tutorial articles will foster further discussions and facilitate the application of deep-learning techniques for computer vision to the other areas of signal processing. Once again, welcome you to explore all of these articles as well as the amazing field of deep learning.
|Call for Nominations for Editor-in-Chief: IEEE Open Journal of Signal Processing||1 August 2019|
|Nominations Open for 2019 SPS Awards||1 September 2019|
|Call for Nominations: Technical Committee Vice Chair and Member Positions||15 September 2019|
|Call for Nominations: Awards Board and Nominations and Appointments Committee||27 September 2019|
|Election of President-Elect, Regional Directors-at-Large and Members-at-Large||1 October 2019|
|Call for Nominations: SPS Chapter of the Year Award||15 October 2019|
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