Are current advances of compression algorithms for capsule endoscopy enough? A technical review

MW Alam, MM Hasan, SK Mohammed… - IEEE reviews in …, 2017 - ieeexplore.ieee.org
The recent technological advances in capsule endoscopy system have revolutionized the
healthcare system by introducing new techniques and functionalities to diagnose …

Maximum likelihood Laplacian correlation channel estimation in layered Wyner-Ziv coding

N Deligiannis, A Munteanu, S Wang… - IEEE Transactions …, 2013 - ieeexplore.ieee.org
The distributed source coding theory teaches that efficient compression can be achieved by
exploiting the correlation between encoded sources at the decoder only. A critical issue in …

Deep chroma prediction of Wyner–Ziv frames in distributed video coding of wireless capsule endoscopy video

B Sushma, P Aparna - Journal of Visual Communication and Image …, 2022 - Elsevier
Compression of captured video frames is crucial for saving the power in wireless capsule
endoscopy (WCE). A low complexity encoder is desired to limit the power consumption …

Distributed video coding based on classification of frequency bands with block texture conditioned key frame encoder for wireless capsule endoscopy

B Sushma, P Aparna - Biomedical Signal Processing and Control, 2020 - Elsevier
Wireless capsule endoscopy (WCE) has provided remarkable improvement in diagnosing
gastrointestinal disorders by scanning the entire digestive tract. The system still need …

Implementation of wireless vision sensor node with a lightweight bi-level video coding

M Imran, N Ahmad, K Khursheed… - IEEE Journal on …, 2013 - ieeexplore.ieee.org
Wireless vision sensor networks (WVSNs) consist of a number of wireless vision sensor
nodes (VSNs) which have limited resources ie, energy, memory, processing, and wireless …

Side information creation for efficient Wyner–Ziv video coding: classifying and reviewing

C Brites, J Ascenso, F Pereira - Signal Processing: Image Communication, 2013 - Elsevier
Video coding technologies have played a major role in the explosion of large market digital
video applications and services. In this context, the very popular MPEG-x and H-26x video …

Progressively refined Wyner-Ziv video coding for visual sensors

N Deligiannis, F Verbist, J Slowack, R Walle… - ACM Transactions on …, 2014 - dl.acm.org
Wyner-Ziv video coding constitutes an alluring paradigm for visual sensor networks, offering
efficient video compression with low complexity encoding characteristics. This work presents …

Decentralized multichannel medium access control: Viewing desynchronization as a convex optimization method

N Deligiannis, JFC Mota, G Smart… - Proceedings of the 14th …, 2015 - dl.acm.org
Desynchronization algorithms are essential in the design of collision-free medium access
control (MAC) mechanisms for wireless sensor networks. Desync is a well-known …

High-order statistical modeling based on a decision tree for distributed video coding

J Yang, L Qing, W Zeng, X He - IEEE Transactions on Circuits …, 2018 - ieeexplore.ieee.org
Aiming at low-complexity encoding, distributed video coding (DVC) based on the Wyner-Ziv
theorem has attracted significant attention. However, there is still a compression …

Computer-aided screening of capsule endoscopy videos

Z Albisser - 2015 - duo.uio.no
Colon cancer accounts for almost 10% of all cancer cases worldwide. It is also the fourth
most common cause of death from cancer globally. However, many cases of colon cancer …