Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Accurate probability estimation is a key to efficient compression in entropy coding phase of state-of-the-art video coding systems. Probability estimation can be enhanced if contexts in which symbols occur are used during the probability estimation phase. Hover, these contexts have to be carefully designed in order to avoid negative effects. Methods that use tree structures to model contexts of various syntax elements have been proven efficient in image and video coding.   use such structure to build optimised contexts for application in scalable wavelet-based video coding. With the proposed approach context are designed separately for intra-coded frames and motion-compensated frames considering varying statistics across different spatio-temporal subbands. Moreover, contexts are separately designed for different bit-planes. Comparison with compression using fixed contexts from embedded ZeroBlock coding (EZBC) has been performed showing improvements when context modelling on tree structures is applied.
['Toni Zgaljic', 'Marta Mrak', 'Ebroul Izquierdo']
I am writing a research paper on a idea Optimised Compression Strategy in Wavelet-Based Video Coding using Improved Context Models
[{"from": "human", "value": "I am writing a research paper on a idea Optimised Compression Strategy in Wavelet-Based Video Coding using Improved Context Models"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Accurate probability estimation is a key to efficient compression in entropy coding phase of state-of-the-art video coding systems. Probability estimation can be enhanced if contexts in which symbols occur are used during the probability estimation phase. Hover, these contexts have to be carefully designed in order to avoid negative effects. Methods that use tree structures to model contexts of various syntax elements have been proven efficient in image and video coding.   use such structure to build optimised contexts for application in scalable wavelet-based video coding. With the proposed approach context are designed separately for intra-coded frames and motion-compensated frames considering varying statistics across different spatio-temporal subbands. Moreover, contexts are separately designed for different bit-planes. Comparison with compression using fixed contexts from embedded ZeroBlock coding (EZBC) has been performed showing improvements when context modelling on tree structures is applied."}]