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Undergraduate education in image and video processing

2002 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2002
This paper describes our efforts in developing and updating a senior-level course in image and video processing at the University of Illinois. This course was introduced in the mid nineties.
Pierre Moulin, Michael T. Orchard
openaire   +2 more sources

Image processing on encoded video sequences

Multimedia Systems, 1994
This paper presents a novel approach to processing encoded video sequences prior to complete decoding. Scene changes are easily detected using DCT coefficients in JPEG and MPEG encoded video sequences. In addition, by analyzing the DCT coefficients, regions of interest may be isolated prior to decompression, increasing the efficiency of any subsequent ...
Farshid Arman, Arding Hsu, Ming-Yee Chiu
openaire   +2 more sources

VideoGPT+: Integrating Image and Video Encoders for Enhanced Video Understanding

arXiv.org
Building on the advances of language models, Large Multimodal Models (LMMs) have contributed significant improvements in video understanding. While the current video LMMs utilize advanced Large Language Models (LLMs), they rely on either image or video ...
M. Maaz   +3 more
semanticscholar   +1 more source

Parallel processing for image and video processing: Issues and challenges

Parallel Computing, 2008
Some meaningful hints about parallelization problems in image processing and analysis are discussed. The issues of the operation of various architectures used to solve vision problems, from the pipeline of dedicated operators to general purpose MIMD machines, passing through specialized SIMD machines and processors with extended instruction sets, and ...
Alain Mérigot, Alfredo Petrosino
openaire   +2 more sources

Image and video processing with tensor methods

2017 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), 2017
Classical methods for processing and analysis of multidimensional signals — such as color videos and hyperspectral images — do not exploit full information contained in inner their factors. On the other hand, recently developed tensor based methods allow for data representation and analysis which directly account for data multidimensionality.
openaire   +1 more source

Parallel processing for image and video processing

Parallel Computing, 2008
Alain Mérigot, Alfredo Petrosino
openaire   +2 more sources

Handbook of Image and Video Processing

, 2000
J. Gibson, A. Bovik
semanticscholar   +1 more source

Domain transform for edge-aware image and video processing

ACM Transactions on Graphics, 2011
E. Gastal, Manuel M. Oliveira
semanticscholar   +1 more source

Compressed Singular Value Decomposition for Image and Video Processing

2017 IEEE International Conference on Computer Vision Workshops (ICCVW), 2017
N. Benjamin Erichson   +2 more
semanticscholar   +1 more source

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