J Lin, L Yu, P Yang - 2023 20th Annual IEEE International …, 2023 - ieeexplore.ieee.org
… redundancy). We observe how fast and dramatically surrounding environments change would affect such temporal redundancy and the corresponding videoanalytics … suppression,” …
H Wang, Q Li, H Sun, Z Chen, Y Hao… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
… redundant pixels on the edge before transferring the video to … λ1 is a positive number, controlling the suppressing speed of … pixel value unchanged to be suppressed, while regions that …
Z Fu, X Lai, SM Naqvi - 2019 22th International Conference on …, 2019 - ieeexplore.ieee.org
… , which is to provide more redundant information by fusing multi-… score sorting and a non-maximal suppression (NMS), and it … Moreover, we devise a more robust suppression method, …
C Wang, P Yang, J Hou, Z Liu… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
… Our results demonstrate two key characteristics in multitask videoanalytics: the diversity in accuracy drop caused by resolution degradation among various object sizes, and timevariant …
… -temporal pixel-level redundancy of video frames based on the … features to satisfy various intelligent videoanalytics tasks, by using … To suppress the artifacts, the loop filter is applied for …
… The data volume is affected by the application scenario, type of the video feed (eg frame rate, resolution, and video format), and camera specifics (some suppress frames early for …
HB Pasandi, T Nadeem - 2020 IEEE International Conference …, 2020 - ieeexplore.ieee.org
… processed, we can eliminate redundant frames, which results … a final step called Non-maximum suppression (NMS) which … box for each object while suppressing any detected box when …
… surveillance settings: ingest rate in Mbps and storage size for a week of surveillance videos. Here, Supp. denotes the typical average suppression rates achievable in each setting. …
X Li, S Zhang, Y Huang, X Ma… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
… usage by removing the spatial and temporal redundancies of target objects under the the accuracy and latency requirements of videoanalytics. The existing works usually stop at the …