12.1.3.6.1 Video Copy, Video Duplicate Detection

Chapter Contents (Back)
Matching, Video. Copy Detection. Video Copy Detection. Duplicate Video. Registration.
See also Image Copy, Duplicate Image Detection.
See also Video Registration Techniques, Synchronizing, Synchronization.
See also Watermarks in Video and Multi-Media, Other Data. Primarily copy detection based on image analysis rather than watermarks.

STVD-PVCD: Large-Scale TV Dataset,
2022.
WWW Link. Dataset, Video Copy Detection. Dataset, Copy Detection. STVD is a public dataset on the Partial Video Copy Detection (PVCD) task. It was constituted with about 83,000 videos of more than 10,000 hours duration and including more than 420,000 video copy pairs. It offers different test sets for fine performance characterization (frame degradation, global transformation, video speeding, etc.) with a frame level annotation for real-time detection and video alignment. Baseline comparisons are reported to show a room for improvement.
See also Large-scale TV Dataset for Partial Video Copy Detection, A.
See also University of Tours.

Kim, C., Vasudev, B.,
Spatiotemporal Sequence Matching for Efficient Video Copy Detection,
CirSysVideo(15), No. 1, January 2005, pp. 127-132.
IEEE Abstract. 0501
BibRef

Joly, A.[Alexis], Buisson, O.[Olivier], Frelicot, C.[Carl],
Content-Based Copy Retrieval Using Distortion-Based Probabilistic Similarity Search,
MultMed(9), No. 2, February 2007, pp. 293-306.
IEEE DOI 0905
BibRef
Earlier: A1, A3, A2:
Content-Based Video Copy Detection in Large Databases: A Local Fingerprints Statistical Similarity Search Approach,
ICIP05(I: 505-508).
IEEE DOI 0512
BibRef
Earlier: A1, A3, A2:
Feature statistical retrieval applied to content-based copy identification,
ICIP04(I: 681-684).
IEEE DOI 0505
BibRef

Law-To, J.[Julien], Joly, A.[Alexis], Joyeux, L.[Laurent], Boujemaa, N.[Nozha], Buisson, O.[Olivier], Gouet-Brunet, V.[Valerie],
Video and image copy detection demo,
CIVR07(97-100).
DOI Link 0707
BibRef

Law-To, J.[Julien], Chen, L.[Li], Joly, A.[Alexis], Laptev, I.[Ivan], Buisson, O.[Olivier], Gouet-Brunet, V.[Valerie], Boujemaa, N.[Nozha], Stentiford, F.W.M.[Fred W.M.],
Video copy detection: a comparative study,
CIVR07(371-378).
DOI Link 0707
BibRef

Law-To, J.[Julien], Gouet-Brunet, V.[Valerie], Buisson, O.[Olivier], Boujemaa, N.[Nozha],
Local Behaviours Labelling for Content Based Video Copy Detection,
ICPR06(III: 232-235).
IEEE DOI 0609
BibRef

Chiu, C.Y.[Chih-Yi], Chen, C.S.[Chu-Song], Chien, L.F.[Lee-Feng],
A Framework for Handling Spatiotemporal Variations in Video Copy Detection,
CirSysVideo(18), No. 3, March 2008, pp. 412-417.
IEEE DOI 0804
BibRef

Chiu, C.Y.[Chih-Yi], Li, C.H.[Cheng-Hung], Wang, H.A.[Hsiang-An], Chen, C.S.[Chu-Song], Chien, L.F.[Lee-Feng],
A Time Warping Based Approach for Video Copy Detection,
ICPR06(III: 228-231).
IEEE DOI 0609
BibRef

Chen, L.[Li], Stentiford, F.W.M.,
Video sequence matching based on temporal ordinal measurement,
PRL(29), No. 13, 1 October 2008, pp. 1824-1831.
Elsevier DOI 0804
Video sequence matching; Ordinal measure; Video copy detection BibRef

Douze, M.[Matthijs], Jégou, H.[Hervé], Schmid, C.[Cordelia],
An Image-Based Approach to Video Copy Detection With Spatio-Temporal Post-Filtering,
MultMed(12), No. 4, 2010, pp. 257-266.
IEEE DOI 1006
BibRef

Douze, M.[Matthijs], Jégou, H.[Hervé], Schmid, C.[Cordelia], Pérez, P.[Patrick],
Compact Video Description for Copy Detection with Precise Temporal Alignment,
ECCV10(I: 522-535).
Springer DOI 1009

See also Stable Hyper-pooling and Query Expansion for Event Detection. BibRef

Kucuktunc, O.[Onur], Bastan, M.[Muhammet], Gudukbay, U.[Ugur], Ulusoy, O.[Ozgur],
Video copy detection using multiple visual cues and MPEG-7 descriptors,
JVCIR(21), No. 8, November 2010, pp. 838-849.
Elsevier DOI 1011
Content-based copy detection; Video copy detection; Visual ques; MPEG-7; Activity matching; Face detection; Time series analysis; Subsequence matching BibRef

Chiu, C.Y., Wang, H.M.,
Time-Series Linear Search for Video Copies Based on Compact Signature Manipulation and Containment Relation Modeling,
CirSysVideo(20), No. 11, November 2010, pp. 1603-1613.
IEEE DOI 1011
BibRef

Tan, H.K., Ngo, C.W., Chua, T.S.,
Efficient Mining of Multiple Partial Near-Duplicate Alignments by Temporal Network,
CirSysVideo(20), No. 11, November 2010, pp. 1486-1498.
IEEE DOI 1011
localization of near-duplicate video segments. BibRef

Sarkar, A., Singh, V., Ghosh, P., Manjunath, B.S., Singh, A.,
Efficient and Robust Detection of Duplicate Videos in a Large Database,
CirSysVideo(20), No. 6, June 2010, pp. 870-885.
IEEE DOI 1007
BibRef

Huang, Z., Shen, H.T., Shao, J., Cui, B., Zhou, X.,
Practical Online Near-Duplicate Subsequence Detection for Continuous Video Streams,
MultMed(12), No. 5, 2010, pp. 386-398.
IEEE DOI 1008
BibRef

Wei, S.K.[Shi-Kui], Zhao, Y.[Yao], Zhu, C., Xu, C.S.[Chang-Sheng], Zhu, Z.,
Frame Fusion for Video Copy Detection,
CirSysVideo(21), No. 1, January 2011, pp. 15-28.
IEEE DOI 1103
BibRef

Wei, S.K.[Shi-Kui], Zhao, Y.[Yao], Xu, C.S.[Chang-Sheng], Xu, D.[Dong],
Copy detection towards semantic mining for video retrieval,
ICIP11(2533-2536).
IEEE DOI 1201
BibRef

Liu, B.[Bo], Li, Z.[Zhu], Yang, L.J.[Lin-Jun], Wang, M.[Meng], Tian, X.M.[Xin-Mei],
Real-Time Video Copy-Location Detection in Large-Scale Repositories,
MultMedMag(18), No. 3, 2011, pp. 22-31.
IEEE DOI 1108
BibRef

Min, H.S.[Hyun-Seok], Choi, J.Y.[Jae Young], de Neve, W.[Wesley], Ro, Y.M.[Yong Man],
Bimodal fusion of low-level visual features and high-level semantic features for near-duplicate video clip detection,
SP:IC(26), No. 10, November 2011, pp. 612-627.
Elsevier DOI 1111
BibRef
Earlier: A1, A3, A4, Only:
Exploiting collective knowledge in an image folksonomy for semantic-based near-duplicate video detection,
ICIP10(3165-3168).
IEEE DOI 1009
NDVC detection; Near-duplicates; Semantic features; Video copy detection; Video signatures BibRef

Min, H.S.[Hyun-Seok], Choi, J.Y.[Jae Young], de Neve, W.[Wesley], Ro, Y.M.[Yong Man],
Near-Duplicate Video Clip Detection Using Model-Free Semantic Concept Detection and Adaptive Semantic Distance Measurement,
CirSysVideo(22), No. 8, August 2012, pp. 1174-1187.
IEEE DOI 1208
BibRef
Earlier:
Towards a better understanding of model-free semantic concept detection for annotation and near-duplicate video clip detection,
ICIP11(3621-3624).
IEEE DOI 1201
BibRef

Zhou, X.M.[Xiang-Min], Chen, L.[Lei], Zhou, X.F.[Xiao-Fang],
Structure Tensor Series-Based Large Scale Near-Duplicate Video Retrieval,
MultMed(14), No. 4, 2012, pp. 1220-1233.
IEEE DOI 1208
BibRef

Lei, Y., Luo, W., Wang, Y., Huang, J.,
Video Sequence Matching Based on the Invariance of Color Correlation,
CirSysVideo(22), No. 9, September 2012, pp. 1332-1343.
IEEE DOI 1209
Find query clip in database. BibRef

Chen, D.Y.[Duan-Yu], Chiu, Y.M.[Yu-Ming],
Visual attention guided video copy detection based on feature points matching with geometric-constraint measurement,
JVCIR(24), No. 5, July 2013, pp. 544-551.
Elsevier DOI 1306
Visual attention; Video copy detection; Feature point; Geometric constraint; Spatiotemporal analysis; Delaunay triangulation; Video copy attacks; Similarity measurement BibRef

Dutta, D.[Debabrata], Saha, S.K.[Sanjoy Kumar], Chanda, B.[Bhabatosh],
An attack invariant scheme for content-based video copy detection,
SIViP(7), No. 4, July 2013, pp. 665-677.
WWW Link. 1306
BibRef

Liu, J.J.[Jia-Jun], Huang, Z.[Zi], Cai, H.Y.[Hong-Yun], Shen, H.T.[Heng Tao], Ngo, C.W.[Chong Wah], Wang, W.[Wei],
Near-duplicate video retrieval: Current research and future trends,
Surveys(45), No. 2, February 2013, pp. Article No 44.
DOI Link 1309
Survey, Video Duplicates. The exponential growth of online videos, along with increasing user involvement in video-related activities, has been observed as a constant phenomenon during the last decade. User's time spent on video capturing, editing, uploading, searching, and viewing BibRef

Tian, Y.H.[Yong-Hong], Huang, T.J.[Tie-Jun], Jiang, M.L.[Meng-Lin], Gao, W.[Wen],
Video Copy-Detection and Localization with a Scalable Cascading Framework,
MultMedMag(20), No. 3, 2013, pp. 72-86.
IEEE DOI 1309
Hough transforms BibRef

Jin, X.[Xin], Goto, S.[Satoshi], Dai, Q.H.[Qiong-Hai],
Retinex based visual identicalness detection for videos corrupted by imaging noise,
SP:IC(28), No. 9, 2013, pp. 1187-1201.
Elsevier DOI 1310
Noise robust technique BibRef

Wu, Z.P.[Zhi-Peng], Aizawa, K.[Kiyoharu],
Self-similarity-based partial near-duplicate video retrieval and alignment,
MultInfoRetr(3), No. 1, March 2014, pp. 1-14.
WWW Link. 1403
BibRef

Kim, S.[Semin], Choi, J.Y.[Jae Young], Han, S.W.[Seung-Wan], Ro, Y.M.[Yong Man],
Adaptive weighted fusion with new spatial and temporal fingerprints for improved video copy detection,
SP:IC(29), No. 7, 2014, pp. 788-806.
Elsevier DOI 1407
Video copy detection BibRef

Tasdemir, K.[Kasim], Çetin, A.E.[A. Enis],
Content-based video copy detection based on motion vectors estimated using a lower frame rate,
SIViP(8), No. 6, September 2014, pp. 1049-1057.
WWW Link. 1408
BibRef
Earlier:
Motion Vector Based Features for Content Based Video Copy Detection,
ICPR10(3134-3137).
IEEE DOI 1008
BibRef

Chiu, C.Y.[Chih-Yi], Tsai, T.H.[Tsung-Han], Liou, Y.C.[Yu-Cyuan], Han, G.W.[Guei-Wun], Chang, H.S.[Hung-Shuo],
Near-Duplicate Subsequence Matching Between the Continuous Stream and Large Video Dataset,
MultMed(16), No. 7, November 2014, pp. 1952-1962.
IEEE DOI 1411
Hough transforms BibRef

Nie, X.S.[Xiu-Shan], Zeng, W.J.[Wen-Jun], Yan, H.[Hua], Sun, J.[Jiande], Liu, Z.[Zheng], Wang, Q.[Qian],
Structural similarity-based video fingerprinting for video copy detection,
IET-IPR(8), No. 11, 2014, pp. 655-661.
DOI Link 1412
discrete cosine transforms BibRef

Nie, X.S.[Xiu-Shan], Liu, J.[Ju], Wang, Q.[Qian], Zeng, W.J.[Wen-Jun],
Graph-based video fingerprinting using double optimal projection,
JVCIR(32), No. 1, 2015, pp. 120-129.
Elsevier DOI 1511
Video copy detection BibRef

Wang, J.[Jing], Sun, J.D.[Jian-De], Liu, J.[Ju], Nie, X.S.[Xiu-Shan], Yan, H.[Hua],
A visual saliency based video hashing algorithm,
ICIP12(645-648).
IEEE DOI 1302
BibRef

Sun, J.[Jiande], Wang, J.[Jing], Zhang, J.[Jie], Nie, X.S.[Xiu-Shan], Liu, J.[Ju],
Video Hashing Algorithm With Weighted Matching Based on Visual Saliency,
SPLetters(19), No. 6, June 2012, pp. 328-331.
IEEE DOI 1202
BibRef

Chou, C.L., Chen, H.T., Lee, S.Y.,
Pattern-Based Near-Duplicate Video Retrieval and Localization on Web-Scale Videos,
MultMed(17), No. 3, March 2015, pp. 382-395.
IEEE DOI 1502
Dynamic programming BibRef

Roopalakshmi, R., Reddy, G.R.M.[G. Ram Mohana],
A framework for estimating geometric distortions in video copies based on visual-audio fingerprints,
SIViP(9), No. 1, January 2015, pp. 201-210.
WWW Link. 1503
BibRef

Roopalakshmi, R.,
A novel framework for CBCD using integrated color and acoustic features,
MultInfoRetr(4), No. 1, March 2015, pp. 45-57.
Springer DOI 1503
content-based video copy detection. BibRef

Wang, Y.[Yandan], Belkhatir, M.[Mohammed],
Studying the impact of sequence clustering on near-duplicate video retrieval: an experimental comparison,
MultInfoRetr(4), No. 4, December 2015, pp. 279-288.
Springer DOI 1511
BibRef

Nan, N.[Nan], Liu, G.Z.[Gui-Zhong],
Video Copy Detection Based on Path Merging and Query Content Prediction,
CirSysVideo(25), No. 10, October 2015, pp. 1682-1695.
IEEE DOI 1511
video signal processing BibRef

Boukhari, A.[Aissa], Serir, A.[Amina],
Weber Binarized Statistical Image Features (WBSIF) based video copy detection,
JVCIR(34), No. 1, 2016, pp. 50-64.
Elsevier DOI 1601
Video copy detection BibRef

Nie, X.S.[Xiu-Shan], Yin, Y.L.[Yi-Long], Sun, J.D.[Jian-De], Liu, J.[Ju], Cui, C.R.[Chao-Ran],
Comprehensive Feature-Based Robust Video Fingerprinting Using Tensor Model,
MultMed(19), No. 4, April 2017, pp. 785-796.
IEEE DOI 1704
Computational modeling BibRef

Ulutas, G.[Guzin], Ustubioglu, B.[Beste], Ulutas, M.[Mustafa], Nabiyev, V.[Vasif],
Frame duplication/mirroring detection method with binary features,
IET-IPR(11), No. 5, April 2017, pp. 333-342.
DOI Link 1706
BibRef

Bekhet, S.[Saddam], Ahmed, A.[Amr],
Graph-based video sequence matching using dominant colour graph profile (DCGP),
SIViP(12), No. 2, February 2018, pp. 291-298.
WWW Link. 1802
BibRef
Earlier:
Compact Signature-Based Compressed Video Matching Using Dominant Color Profiles (DCP),
ICPR14(3933-3938)
IEEE DOI 1412
Color BibRef

Hu, Y.[Yaocong], Lu, X.B.[Xiao-Bo],
Learning spatial-temporal features for video copy detection by the combination of CNN and RNN,
JVCIR(55), 2018, pp. 21-29.
Elsevier DOI 1809
Video copyright, CNN, Sequence matching, SiamesLSTM BibRef

Wary, A.[Alongbar], Neelima, A.[Arambam],
A review on robust video copy detection,
MultInfoRetr(8), No. 2, June 2019, pp. 61-78.
Springer DOI 1906
Survey, Video Copy. BibRef

Bekhet, S.[Saddam], Ahmed, A.[Amr],
Video similarity detection using fixed-length Statistical Dominant Colour Profile (SDCP) signatures,
RealTimeIP(16), No. 6, December 2019, pp. 1999-2014.
WWW Link. 1912
BibRef

Liao, K., Lei, H., Zheng, Y., Lin, G., Cao, C., Zhang, M., Ding, J.,
IR Feature Embedded BOF Indexing Method for Near-Duplicate Video Retrieval,
CirSysVideo(29), No. 12, December 2019, pp. 3743-3753.
IEEE DOI 1912
Content based retrieval, similarity search, near duplicate video retrieval, video indexing BibRef

Geninatti, S.R., Boemo, E.I.,
Real-Time Reconfigurable Processor to Detect Similarities in Compressed Video Using Generalized Hough Transformation,
CirSysVideo(30), No. 9, September 2020, pp. 2932-2946.
IEEE DOI 2009
Field programmable gate arrays, Hardware, Clocks, Image coding, Image resolution, Feature extraction, look-up table BibRef

Jia, W.[Wei], Li, L.[Li], Li, Z.[Zhu], Zhao, S.[Shuai], Liu, S.[Shan],
Scalable Hash From Triplet Loss Feature Aggregation For Video De-duplication,
JVCIR(72), 2020, pp. 102908.
Elsevier DOI 2010
Binary hash, Binary tree, Fisher vector, Triplet loss, Video de-duplication BibRef

Zhong, J.L.[Jun-Liu], Gan, Y.F.[Yan-Fen], Vong, C.M.[Chi-Man], Yang, J.X.[Ji-Xiang], Zhao, J.H.[Jing-Hong], Luo, J.H.[Jia-Hua],
Effective and efficient pixel-level detection for diverse video copy-move forgery types,
PR(122), 2022, pp. 108286.
Elsevier DOI 2112
Video copy-move forgery detection, Thorough feature extraction, Fast keypoint-label matching, Adaptive block filling BibRef

Pizzi, E.[Ed], Kordopatis-Zilos, G.[Giorgos], Patel, H.[Hiral], Postelnicu, G.[Gheorghe], Ravindra, S.N.[Sugosh Nagavara], Gupta, A.[Akshay], Papadopoulos, S.[Symeon], Tolias, G.[Giorgos], Douze, M.[Matthijs],
The 2023 video similarity dataset and challenge,
CVIU(243), 2024, pp. 103997.
Elsevier DOI Code:
WWW Link. 2405
Video similarity challenge, Video copy detection, Video copy localization, Video dataset BibRef

Le, V.H.[Van-Hao], Delalandre, M.[Mathieu], Cardot, H.[Hubert],
Performance Characterization of 2D CNN Features for Partial Video Copy Detection,
CAIP23(I:205-215).
Springer DOI 2312
BibRef

Deng, R.[Rui], Wu, Q.[Qian], Li, Y.[Yuke],
3D-CSL: Self-Supervised 3D Context Similarity Learning for Near-Duplicate Video Retrieval,
ICIP23(2880-2884)
IEEE DOI Code:
WWW Link. 2312
BibRef

He, S.F.[Si-Feng], Yang, X.D.[Xu-Dong], Jiang, C.[Chen], Liang, G.[Gang], Zhang, W.[Wei], Pan, T.[Tan], Wang, Q.[Qing], Xu, F.[Furong], Li, C.G.[Chun-Guang], Liu, J.X.[Jing-Xiong], Xu, H.[Hui], Huang, K.M.[Kai-Ming], Cheng, Y.[Yuan], Qian, F.[Feng], Zhang, X.B.[Xiao-Bo], Yang, L.[Lei],
A Large-scale Comprehensive Dataset and Copy-overlap Aware Evaluation Protocol for Segment-level Video Copy Detection,
CVPR22(21054-21063)
IEEE DOI 2210

WWW Link. Measurement, Location awareness, Protocols, Video on demand, Current measurement, Benchmark testing, Datasets and evaluation, Video analysis and understanding BibRef

Zeng, Z.Y.[Zhao-Yang], Luo, Y.S.[Yong-Sheng], Liu, Z.H.[Zhen-Hua], Rao, F.Y.[Feng-Yun], Li, D.[Dian], Guo, W.D.[Wei-Dong], Wen, Z.[Zhen],
Tencent-MVSE: A Large-Scale Benchmark Dataset for Multi-Modal Video Similarity Evaluation,
CVPR22(3128-3137)
IEEE DOI 2210
Training, Annotations, Benchmark testing, Transformers, Pattern recognition, Vision + language BibRef

Le, V.H.[Van-Hao], Delalandre, M.[Mathieu], Conte, D.[Donatello],
A Large-scale TV Dataset for Partial Video Copy Detection,
CIAP22(III:388-399).
Springer DOI
PDF File. 2205
For the dataset:
See also STVD-PVCD: Large-Scale TV Dataset. BibRef

Le, V.H.[Van-Hao], Delalandre, M.[Mathieu], Conte, D.[Donatello],
Une large base de données pour la détection de segments de vidéos TV,
ORASIS2021.
PDF File. BibRef 2100

Tan, W.J.[Wei-Jun], Guo, H.W.[Hong-Wei], Liu, R.[Rushuai],
A Fast Partial Video Copy Detection Using KNN and Global Feature Database,
WACV22(459-467)
IEEE DOI 2202
Databases, Benchmark testing, Transformers, Feature extraction, Search problems, Image/Video Indexing and Retrieval Multimedia Applications BibRef

Wang, K.H.[Kuan-Hsun], Cheng, C.C.[Chia-Chun], Chen, Y.L.[Yi-Ling], Song, Y.[Yale], Lai, S.H.[Shang-Hong],
Attention-Based Deep Metric Learning for Near-Duplicate Video Retrieval,
ICPR21(5360-5367)
IEEE DOI 2105
Learning systems, Computational modeling, Aggregates, Focusing, Pattern recognition, Internet, large-scale evaluation BibRef

Lameri, S.[Silvia], Bondi, L.[Luca], Bestagin, P.[Paolo], Tubaro, S.[Stefano],
Near-duplicate video detection exploiting noise residual traces,
ICIP17(1497-1501)
IEEE DOI 1803
BibRef

Melloni, A., Lameri, S., Bestagini, P., Tagliasacchi, M., Tubaro, S.,
Near-duplicate detection and alignment for multi-view videos,
ICIP15(2444-2448)
IEEE DOI 1512
Near-duplicates; multi-view; video phylogeny BibRef

Kordopatis-Zilos, G., Papadopoulos, S., Patras, I., Kompatsiaris, Y.,
ViSiL: Fine-Grained Spatio-Temporal Video Similarity Learning,
ICCV19(6350-6359)
IEEE DOI 2004
convolutional neural nets, feature extraction, image matching, image sequences, learning (artificial intelligence), Kernel BibRef

Jiang, Q., He, Y., Li, G., Lin, J., Li, L., Li, W.,
SVD: A Large-Scale Short Video Dataset for Near-Duplicate Video Retrieval,
ICCV19(5280-5288)
IEEE DOI 2004
Code, SVD.
WWW Link. data mining, feature extraction, image matching, image representation, indexing, pattern clustering, Feature extraction BibRef

Liang, S.Y.[Si-Ying], Wang, P.[Ping],
An Efficient Hierarchical Near-duplicate Video Detection Algorithm Based on Deep Semantic Features,
MMMod20(I:752-763).
Springer DOI 2003
BibRef

Tao, J.L.[Jia-Li], Zhang, J.M.[Jian-Ming], Wang, L.J.[Liang-Jun], Shen, X.J.[Xiang-Jun], Zha, Z.J.[Zheng-Jun],
Near-Duplicate Video Retrieval Through Toeplitz Kernel Partial Least Squares,
MMMod19(II:352-364).
Springer DOI 1901
BibRef

Runia, T.F.H.[Tom F. H.], Snoek, C.G.M.[Cees G. M.], Smeulders, A.W.M.[Arnold W. M.],
Real-World Repetition Estimation by Div, Grad and Curl,
CVPR18(9009-9017)
IEEE DOI 1812
Cameras, Estimation, Wavelet transforms, Dynamics BibRef

Feng, Y.[Yang], Ma, L.[Lin], Liu, W.[Wei], Zhang, T.[Tong], Luo, J.B.[Jie-Bo],
Video Re-localization,
ECCV18(XIV: 55-70).
Springer DOI 1810
Code:
WWW Link. Localize a segment in a reference video. BibRef

Pintus, M.[Maurizio],
Analysis of Neural Codes for Near-Duplicate Detection,
ACIVS18(357-368).
Springer DOI 1810
BibRef

Mullan, P., Cozzolino, D., Verdoliva, L., Riess, C.,
Residual-based forensic comparison of video sequences,
ICIP17(1507-1511)
IEEE DOI 1803
Cameras, Computational modeling, Forensics, Histograms, Optical imaging, Portable computers, Video sequences, Video Splicing BibRef

Xu, Y.[Yi], Price, T.[True], Monrose, F.[Fabian], Frahm, J.M.[Jan-Michael],
Caught Red-Handed: Toward Practical Video-Based Subsequences Matching in the Presence of Real-World Transformations,
PRIV17(1397-1406)
IEEE DOI 1709
Finding copies. Advertising, Feature extraction, NIST, Robustness, Videos, YouTube BibRef

Zhang, Y.[Yue], Zhang, X.X.[Xin-Xiang],
Effective real-scenario Video Copy Detection,
ICPR16(3951-3956)
IEEE DOI 1705
Complexity theory, Databases, Detectors, Feature extraction, Motion pictures, Streaming media, Video sequences, VCDB, pre-defined simulated, real-scenario, video, copy, detection BibRef

Avgoustinakis, P.[Pavlos], Kordopatis-Zilos, G.[Giorgos], Papadopoulos, S.[Symeon], Symeonidis, A.L.[Andreas L.], Kompatsiaris, I.[Ioannis],
Audio-based Near-Duplicate Video Retrieval with Audio Similarity Learning,
ICPR21(5828-5835)
IEEE DOI 2105
Training, Visualization, Transfer learning, Network architecture, Feature extraction, Pattern recognition, audio processing BibRef