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Cloud-based scalable object detection and classification in video streams
Due to the recent advances in cameras, cell phones and camcorders, particularly the
resolution at which they can record an image/video, large amounts of data are generated …
resolution at which they can record an image/video, large amounts of data are generated …
A systematic training procedure for viola-jones face detector in heterogeneous computing architecture
The face detection has become one of the most important topics in machine learning and
computer vision in the last few decades. Many papers have been published utilizing various …
computer vision in the last few decades. Many papers have been published utilizing various …
Modified Viola–Jones algorithm with GPU accelerated training and parallelized skin color filtering-based face detection
Face detection is a prominent research domain in the field of digital image processing. Out
of various algorithms developed so far, Viola–Jones face detection has been highly …
of various algorithms developed so far, Viola–Jones face detection has been highly …
An efficient training procedure for viola-jones face detector
During the past decades, face detection has attracted significant attention. Many papers
have been published utilizing various methods for face detection. One of the most popular …
have been published utilizing various methods for face detection. One of the most popular …
GARDA: A diagnostic ATPG for large synchronous sequential circuits
The paper deals with automated generation of diagnostic test sequences for synchronous
sequential circuits. An algorithm is proposed, named GARDA, which is suitable to produce …
sequential circuits. An algorithm is proposed, named GARDA, which is suitable to produce …
Reliable object recognition system for cloud video data based on LDP features
Object recognition is one of the research areas with good scope in most of the applications.
However, the object recognition on cloud stored data is very limited and the video based …
However, the object recognition on cloud stored data is very limited and the video based …
GPU accelerated face detection from low resolution surveillance videos using motion and skin color segmentation
Surveillance systems are being used at most of the places nowadays for the security
purpose, which involves face biometrics as an essential step. However, frequently the …
purpose, which involves face biometrics as an essential step. However, frequently the …
Performance optimisation of parallelized adas applications in fpga-gpu heterogeneous systems: A case study with lane detection
The explosive growth of massive data captured by various sensors on modern vehicles has
impelled the deployment of Commercial Off-The-Shelf (COTS) accelerators for the research …
impelled the deployment of Commercial Off-The-Shelf (COTS) accelerators for the research …
High performance video processing in cloud data centres
Mobile phones and affordable cameras are generating large amounts of video data. This
data holds information regarding several activities and incidents. Video analytics systems …
data holds information regarding several activities and incidents. Video analytics systems …
Accelerating AdaBoost algorithm using GPU for multi-object recognition
PY Tsai, Y Hsu, CT Chiu, TT Chu - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
Traditionally, an adaptive boosting (AdaBoost) algorithm is used for object recognition
because of its prevalent usage and well-trained results. However, because the computation …
because of its prevalent usage and well-trained results. However, because the computation …