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Datasets/DSO (OSN-transmitted - Wechat)

DSO (OSN-transmitted - Wechat)

ImagesIntroduced 2022-01-01

This dataset is an OSN-transmitted (Online Social Network) version of the DSO dataset. Unfortunately, OSNs automatically apply operations like compression and resizing, which reduce valuable information necessary for image forgery detection. As a result, this dataset presents a greater challenge for forgery detection compared to the original non-OSN-transmitted version.

The dataset is available here: https://github.com/HighwayWu/ImageForensicsOSN - more specifically: https://drive.google.com/file/d/1uMNZdhX3bYAZNcVGlkCvrnj5lSLW1ld5/view?usp=sharing and was presented in:

[Wu et al., 2022] Wu, H., Zhou, J., Tian, J., Liu, J., and Qiao, Y. (2022). Robust image forgery detection against transmission over online social networks. IEEE Transactions on Information Forensics and Security.

Benchmarks

3D Action Recognition/AUC3D Action Recognition/f-Score3D Action Recognition/Intersection over UnionAction Localization/AUCAction Localization/f-ScoreAction Localization/Intersection over UnionAction Recognition/AUCAction Recognition/f-ScoreAction Recognition/Intersection over UnionActivity Recognition/AUCActivity Recognition/f-ScoreActivity Recognition/Intersection over UnionAnomaly Detection/AUCAnomaly Detection/f-ScoreAnomaly Detection/Intersection over UnionImage Manipulation Detection/AUCImage Manipulation Detection/f-ScoreImage Manipulation Detection/Intersection over UnionTemporal Action Localization/AUCTemporal Action Localization/f-ScoreTemporal Action Localization/Intersection over UnionVideo/AUCVideo/f-ScoreVideo/Intersection over UnionZero-Shot Learning/AUCZero-Shot Learning/f-ScoreZero-Shot Learning/Intersection over Union

Related Benchmarks

DSO (OSN-transmitted - Facebook)/3D Action Recognition/AUCDSO (OSN-transmitted - Facebook)/3D Action Recognition/Intersection over UnionDSO (OSN-transmitted - Facebook)/3D Action Recognition/f-ScoreDSO (OSN-transmitted - Facebook)/Action Localization/AUCDSO (OSN-transmitted - Facebook)/Action Localization/Intersection over UnionDSO (OSN-transmitted - Facebook)/Action Localization/f-ScoreDSO (OSN-transmitted - Facebook)/Action Recognition/AUCDSO (OSN-transmitted - Facebook)/Action Recognition/Intersection over UnionDSO (OSN-transmitted - Facebook)/Action Recognition/f-ScoreDSO (OSN-transmitted - Facebook)/Activity Recognition/AUCDSO (OSN-transmitted - Facebook)/Activity Recognition/Intersection over UnionDSO (OSN-transmitted - Facebook)/Activity Recognition/f-ScoreDSO (OSN-transmitted - Facebook)/Anomaly Detection/AUCDSO (OSN-transmitted - Facebook)/Anomaly Detection/Intersection over UnionDSO (OSN-transmitted - Facebook)/Anomaly Detection/f-ScoreDSO (OSN-transmitted - Facebook)/Image Manipulation Detection/AUCDSO (OSN-transmitted - Facebook)/Image Manipulation Detection/Intersection over UnionDSO (OSN-transmitted - Facebook)/Image Manipulation Detection/f-ScoreDSO (OSN-transmitted - Facebook)/Temporal Action Localization/AUCDSO (OSN-transmitted - Facebook)/Temporal Action Localization/Intersection over UnionDSO (OSN-transmitted - Facebook)/Temporal Action Localization/f-ScoreDSO (OSN-transmitted - Facebook)/Video/AUCDSO (OSN-transmitted - Facebook)/Video/Intersection over UnionDSO (OSN-transmitted - Facebook)/Video/f-ScoreDSO (OSN-transmitted - Facebook)/Zero-Shot Learning/AUCDSO (OSN-transmitted - Facebook)/Zero-Shot Learning/Intersection over UnionDSO (OSN-transmitted - Facebook)/Zero-Shot Learning/f-ScoreDSO (OSN-transmitted - Weibo)/3D Action Recognition/AUCDSO (OSN-transmitted - Weibo)/3D Action Recognition/Intersection over UnionDSO (OSN-transmitted - Weibo)/3D Action Recognition/f-ScoreDSO (OSN-transmitted - Weibo)/Action Localization/AUCDSO (OSN-transmitted - Weibo)/Action Localization/Intersection over UnionDSO (OSN-transmitted - Weibo)/Action Localization/f-ScoreDSO (OSN-transmitted - Weibo)/Action Recognition/AUCDSO (OSN-transmitted - Weibo)/Action Recognition/Intersection over UnionDSO (OSN-transmitted - Weibo)/Action Recognition/f-ScoreDSO (OSN-transmitted - Weibo)/Activity Recognition/AUCDSO (OSN-transmitted - Weibo)/Activity Recognition/Intersection over UnionDSO (OSN-transmitted - Weibo)/Activity Recognition/f-ScoreDSO (OSN-transmitted - Weibo)/Anomaly Detection/AUCDSO (OSN-transmitted - Weibo)/Anomaly Detection/Intersection over UnionDSO (OSN-transmitted - Weibo)/Anomaly Detection/f-ScoreDSO (OSN-transmitted - Weibo)/Image Manipulation Detection/AUCDSO (OSN-transmitted - Weibo)/Image Manipulation Detection/Intersection over UnionDSO (OSN-transmitted - Weibo)/Image Manipulation Detection/f-ScoreDSO (OSN-transmitted - Weibo)/Temporal Action Localization/AUCDSO (OSN-transmitted - Weibo)/Temporal Action Localization/Intersection over UnionDSO (OSN-transmitted - Weibo)/Temporal Action Localization/f-ScoreDSO (OSN-transmitted - Weibo)/Video/AUCDSO (OSN-transmitted - Weibo)/Video/Intersection over UnionDSO (OSN-transmitted - Weibo)/Video/f-ScoreDSO (OSN-transmitted - Weibo)/Zero-Shot Learning/AUCDSO (OSN-transmitted - Weibo)/Zero-Shot Learning/Intersection over UnionDSO (OSN-transmitted - Weibo)/Zero-Shot Learning/f-ScoreDSO (OSN-transmitted - Whatsapp)/3D Action Recognition/AUCDSO (OSN-transmitted - Whatsapp)/3D Action Recognition/Intersection over UnionDSO (OSN-transmitted - Whatsapp)/3D Action Recognition/f-ScoreDSO (OSN-transmitted - Whatsapp)/Action Localization/AUCDSO (OSN-transmitted - Whatsapp)/Action Localization/Intersection over UnionDSO (OSN-transmitted - Whatsapp)/Action Localization/f-ScoreDSO (OSN-transmitted - Whatsapp)/Action Recognition/AUCDSO (OSN-transmitted - Whatsapp)/Action Recognition/Intersection over UnionDSO (OSN-transmitted - Whatsapp)/Action Recognition/f-ScoreDSO (OSN-transmitted - Whatsapp)/Activity Recognition/AUCDSO (OSN-transmitted - Whatsapp)/Activity Recognition/Intersection over UnionDSO (OSN-transmitted - Whatsapp)/Activity Recognition/f-ScoreDSO (OSN-transmitted - Whatsapp)/Anomaly Detection/AUCDSO (OSN-transmitted - Whatsapp)/Anomaly Detection/Intersection over UnionDSO (OSN-transmitted - Whatsapp)/Anomaly Detection/f-ScoreDSO (OSN-transmitted - Whatsapp)/Image Manipulation Detection/AUCDSO (OSN-transmitted - Whatsapp)/Image Manipulation Detection/Intersection over UnionDSO (OSN-transmitted - Whatsapp)/Image Manipulation Detection/f-ScoreDSO (OSN-transmitted - Whatsapp)/Temporal Action Localization/AUCDSO (OSN-transmitted - Whatsapp)/Temporal Action Localization/Intersection over UnionDSO (OSN-transmitted - Whatsapp)/Temporal Action Localization/f-ScoreDSO (OSN-transmitted - Whatsapp)/Video/AUCDSO (OSN-transmitted - Whatsapp)/Video/Intersection over UnionDSO (OSN-transmitted - Whatsapp)/Video/f-ScoreDSO (OSN-transmitted - Whatsapp)/Zero-Shot Learning/AUCDSO (OSN-transmitted - Whatsapp)/Zero-Shot Learning/Intersection over UnionDSO (OSN-transmitted - Whatsapp)/Zero-Shot Learning/f-ScoreDSO-1/3D Action Recognition/AUCDSO-1/3D Action Recognition/Balanced AccuracyDSO-1/Action Localization/AUCDSO-1/Action Localization/Balanced AccuracyDSO-1/Action Recognition/AUCDSO-1/Action Recognition/Balanced AccuracyDSO-1/Activity Recognition/AUCDSO-1/Activity Recognition/Balanced AccuracyDSO-1/Anomaly Detection/AUCDSO-1/Anomaly Detection/Balanced AccuracyDSO-1/Image Manipulation Detection/AUCDSO-1/Image Manipulation Detection/Balanced AccuracyDSO-1/Image Manipulation Localization/Average Pixel F1(Fixed threshold)DSO-1/Temporal Action Localization/AUCDSO-1/Temporal Action Localization/Balanced AccuracyDSO-1/Video/AUCDSO-1/Video/Balanced AccuracyDSO-1/Zero-Shot Learning/AUCDSO-1/Zero-Shot Learning/Balanced Accuracy

Statistics

Papers
4
Benchmarks
27

Links

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Tasks

3D Action RecognitionAction LocalizationAction RecognitionActivity RecognitionAnomaly DetectionImage Manipulation DetectionTemporal Action LocalizationVideoZero-Shot Learning