A review of temporal video error concealment techniques and their suitability for HEVC and VVC
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H.264/AVC is more suitable for error protection other than through error concealment.
“Hence, H.264/AVC [72] is more suitable for error protection other than through error concealment.”
From VQProtect: Lightweight Visual Quality Protection for Error-Prone Selectively Encrypted Video Streaming (2022) · cites this paper as [72]
Cites
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Pedro, D., Matos-Carvalho, J. P., Fonseca, J., & Mora, A. (2021) · Remote Sensing · doi:10.3390/rs13132643 · Cited by 32 · see citing works
“When the algorithm is running live, with continuous frames being fed to the algorithm, the error should statistically decrease because it was measured per frame [64,65].”
MethodMachine Learning for Multimedia Communications
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“For more efficient error concealment, tools such as motion copy, motion vector extrapolation, motion estimation at the decoder, exploitation of side information at the de-coder, insertion of redundant video frames and redundant slices, intra-macroblock updates, and others can be used [81].”
MethodKeyframe Insertion: Enabling Low-Latency Random Access and Packet Loss Repair
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“WhileOTTser-vicessuchasDASH,QUIC,andotherreliabledeliverymethods havegrownsignificantlyinrecentyears,theyconstituteonly5% oftheglobalvideodelivery;i.e.,95%ofvideodeliverytoday isdonewithterrestrial,satellite,cable,andIPTV[6],whichare best-effort.”
Self-citationError Concealment of Dynamic 3D Point Cloud Streaming
Hung, T.-K., Huang, I.-C., Cox, S. R., et al. (2022) · ACM International Conference on Multimedia (ACM MM) · doi:10.1145/3503161.3548384 · Cited by 11 · see citing works
“Details and variations of these basic ideas can be found in a recent survey [17].”
BackgroundGillani, S. M., Asghar, M. N., Shifa, A., Abdullah, S., Kanwal, N., & Fleury, M. (2022) · Entropy · doi:10.3390/e24060755 · Cited by 5 · see citing works
“Hence, H.264/AVC [72] is more suitable for error protection other than through error concealment.”
BackgroundMixed-Resolution HESP for More Efficient Fast Channel Switching and Packet-Loss Repair
Wallendael, G. V., Lambert, P., Speelmans, P.-J., et al. (2022) · Picture Coding Symposium · doi:10.1109/pcs56426.2022.10018074 · Cited by 5 · see citing works
“264/AVC) [6], [7], yet there is only a limited set of equivalent techniques for High Efficiency Video Coding (H.”
MethodMareen, H., Courteaux, M., Speelmans, P.-J., et al. (2023) · Multimedia Tools and Applications · doi:10.1007/s11042-023-17163-2 · Cited by 5 · see citing works
Swin-VEC: Video Swin Transformer-based GAN for video error concealment of VVC
Zhang, B., Ma, R., Cao, Y., & An, P. (2024) · The Visual Computer · doi:10.1007/s00371-024-03518-9 · Cited by 4 · see citing works
“Consequently, the majority of existing traditional video EC techniques are not suitable for VVC [9].”
Optimization of Inter-Frame Coding Algorithm Based on Random Forest
Xu, J., & He, S. (2022) · Asian Conference on Artificial Intelligence Technology (ACAIT) · doi:10.1109/acait56212.2022.10137836 · Cited by 3 · see citing works
“On average, the coding time of VVC is about 8 times that of HEVC [7], which directly leads to the inability of the VVC coding standard to be practically applied.”
BackgroundA Spatial-Focal Error Concealment Scheme for Corrupted Focal Stack Video
Wu, K., Wang, Y., Liu, W., et al. (2023) · DCC · doi:10.1109/dcc55655.2023.00017 · Cited by 3 · see citing works
“Typical video error concealment can be divided into three fundamental categories, including spatial, temporal or hybrid spatial-temporal methods [11].”
BackgroundBlind Bitstream-corrupted Video Recovery via Metadata-guided Diffusion Model
Wang, S., Zhang, H., Shen, X., et al. (2025) · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · doi:10.1109/cvpr52734.2025.02139 · Cited by 2 · see citing works
“Traditional methods include improvements on spatial, temporal, and hybrid spatialtemporal [2, 8, 10, 14, 31].”
Radmehr, A., Aghagolzadeh, A., & Andargoli, S. M. H. (2023) · Multimedia Tools and Applications · doi:10.1007/s11042-023-16310-z · Cited by 2 · see citing works
“Consequently, these algorithms have limited practical applications [17].”
InfluentialYu, W., Qian, L., Chua, T. J., & Zhao, J. (2024) · IEEE International Conference on Distributed Computing Systems (ICDCS) · doi:10.1109/icdcs60910.2024.00112 · Cited by 3 · see citing works
“Consequently, an efficient approach is temporal error concealment, utilizing linear interpolation with motion vectors in two neighboring successfully received frames to reconstruct lost ones [33].”
MethodA Byte-based GPT-2 Model for Bit-flip JPEG Bitstream Restoration
Qin, H., Sun, H., & Wang, Y. (2024) · Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) · doi:10.1109/apsipaasc63619.2025.10849152 · Cited by 2 · see citing works
“It can be divided into several types, including spatial, temporal, and hybrid spatiotemporal methods, covering both bitstream and pixel levels [15], [16].”
Composing Error Concealment Pipelines for Dynamic 3D Point Cloud Streaming
Huang, I.-C., Shi, Y., Sun, Y.-C., et al. (2025) · ACM Transactions on Multimedia Computing Communications and Applications · doi:10.1145/3731561 · Cited by 2 · see citing works
Deep learning assisted quality ranking for list decoding of videos subject to transmission errors
Guichemerre, A., Coulombe, S., Trioux, A., et al. (2023) · International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) · doi:10.1109/wimob58348.2023.10187827 · Cited by 2 · see citing works
“Traditional approaches to fix such errors consist in using forward error correction (FEC) codes [1]–[4], error correction [5]–[8] or error concealment [9]–[12].”
MethodImproving the QoE of Real-Time Video Transmission: A Deep Lossy Transmission Paradigm
Zhang, W., Zeadally, S., Zhang, H., et al. (2024) · IEEE Consumer Electronics Magazine · doi:10.1109/mce.2024.3395027 · Cited by 2 · see citing works
“Therefore, it is necessary for us to enhance the error concealment capabilities of video coding process to alleviate the impact of transmission loss, 8 such as using interpolation 9 and additional channel codes.”
Rethinking Video Transmission: A Quantum Fourier Transform-Based Approach for Error-Prone Channels
Jayasinghe, U., & Fernando, A. (2026) · Electronics · doi:10.3390/electronics15061323 · Cited by 1 · see citing works
Refinement of the recovered motion vectors for error concealment in HEVC
Kazemi, M. (2021) · Multimedia Tools and Applications · doi:10.1007/s11042-021-11005-9 · Cited by 1 · see citing works
“In live video communication, the lost packets must be concealed [12, 22, 39, 41, 44].”
BackgroundMethodSelf-citationP-Frame Injection for Efficient Packet-Loss Repair in Ultra-Low-Latency Video Streaming
Mareen, H., Lambert, P., & Wallendael, G. V. (2023) · IEEE International Conference on Visual Communications and Image Processing (VCIP) · doi:10.1109/vcip59821.2023.10402720 · Cited by 1 · see citing works
“Error concealment [4], [5] is an example client-based solution, but as illustrated in the results section, one with significant quality decrease.”
BackgroundSource Level Protection for HEVC Video Coded in Low Delay Mode for Real-Time Applications
Khalfa, S., Harize, S., & Kouadria, N. (2023) · Automatic Control and Computer Sciences · doi:10.3103/s0146411623030057
“Kazemi et al. [12] have presented a survey paper on temporal video error concealment techniques for HEVC and versatile video coding (VVC or H.266).”
BackgroundGaussian mixture-based generative approach for H.265/HEVC error concealment
Radmehr, A., Aghagolzadeh, A., & Andargoli, S. M. H. (2023) · Signal Image and Video Processing · doi:10.1007/s11760-023-02739-0
“Thus, most of the EC methods are not very effective [12].”
Wang, J., Tan, K., Wang, S., Qin, X., Liu, Z., & Dai, J. (2025) · IEEE Wireless Communications and Networking Conference · doi:10.1109/wcnc61545.2025.10978821
“Then we use a post-processing EC algorithm [18] to repair the image transmitted by “ELIC + LDPC”, called “Post EC”.”
Nvwa Patches Up the Block: A Powerful Model for Error Concealment in Panoramic Video Transmission
Yang, W., Huang, H., Wang, Y., et al. (2025) · Lecture notes in computer science · doi:10.1007/978-981-96-8731-2_35
Aklouf, M., Frederic Dufaux, A., Kieffer, M., et al. (2025) · IEEE Open Journal of Signal Processing · doi:10.1109/ojsp.2025.3584672
“If a frame is not decodable, e.g., due to packet loss or corruption, a frame concealment process is applied [37].”
Adaptive compressed domain video encryption
Ghasempour, M., yuan, Y., Amirpour, H., He, H., & Timmerer, C. (2026) · Expert Systems with Applications · doi:10.1016/j.eswa.2026.131360
- Authors
- Kazemi, M., Ghanbari, M., & Shirmohammadi, S.
- Affiliations
- University of Isfahan (IR)
- University of Essex (GB)
- University of Ottawa (CA)
- Corresponding author
- Kazemi, Mohammad
- Venue
- Multimedia Tools and Applications
- Published
- 2021-01-12
- Volume
- 80
- Issue
- 8
- Pages
- 12685-12730
- ISSN
- 1380-7501 (ISSN-L)
- 1573-7721
- OpenAlex
- W3120665861
- Semantic Scholar
- 7181b1d140e21688c4f23fa7702fd73f49b7e206
- Cited by
- 28
- References
- 107
- Citations by year
- 2026: 2 · 2025: 5 · 2024: 4 · 2023: 7 · 2022: 6 · 2021: 4
- FWCI
- 2.45
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Multimedia Tools and Applications (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Signal Processing › Video Coding and Compression Technologies
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Image and Video Quality Assessment
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Advanced Data Compression Techniques
- Keywords
- packet loss, HEVC, vaginal candidiasis, video streaming, real-time video communication, bit error rate, congestion, video coding standards
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