EP4789133A2 - Optimierungstechniken zur schleifenfilterung unter verwendung neuronaler netzwerke - Google Patents

Optimierungstechniken zur schleifenfilterung unter verwendung neuronaler netzwerke

Info

Publication number
EP4789133A2
EP4789133A2 EP24791556.4A EP24791556A EP4789133A2 EP 4789133 A2 EP4789133 A2 EP 4789133A2 EP 24791556 A EP24791556 A EP 24791556A EP 4789133 A2 EP4789133 A2 EP 4789133A2
Authority
EP
European Patent Office
Prior art keywords
block
followed
point
network
conv
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
EP24791556.4A
Other languages
English (en)
French (fr)
Inventor
Tong Shao
Arjun ARORA
Peng Yin
Ajay SHYAM
Jay Nitin Shingala
Ajat SUNEJA
Siddarth Prakash BADYA
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Dolby Laboratories Licensing Corp
Original Assignee
Dolby Laboratories Licensing Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Dolby Laboratories Licensing Corp filed Critical Dolby Laboratories Licensing Corp
Publication of EP4789133A2 publication Critical patent/EP4789133A2/de
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0495—Quantised networks; Sparse networks; Compressed networks
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/80—Details of filtering operations specially adapted for video compression, e.g. for pixel interpolation
    • H04N19/82—Details of filtering operations specially adapted for video compression, e.g. for pixel interpolation involving filtering within a prediction loop
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/048—Activation functions

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • General Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Signal Processing (AREA)
  • Multimedia (AREA)
  • Compression Or Coding Systems Of Tv Signals (AREA)
  • Image Processing (AREA)
EP24791556.4A 2023-10-03 2024-09-27 Optimierungstechniken zur schleifenfilterung unter verwendung neuronaler netzwerke Pending EP4789133A2 (de)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
IN202311066258 2023-10-03
IN202311088224 2023-12-22
IN202411050190 2024-07-01
PCT/US2024/049106 WO2025075889A2 (en) 2023-10-03 2024-09-27 Optimization techniques for loop filtering using neural networks

Publications (1)

Publication Number Publication Date
EP4789133A2 true EP4789133A2 (de) 2026-08-12

Family

ID=93154408

Family Applications (1)

Application Number Title Priority Date Filing Date
EP24791556.4A Pending EP4789133A2 (de) 2023-10-03 2024-09-27 Optimierungstechniken zur schleifenfilterung unter verwendung neuronaler netzwerke

Country Status (3)

Country Link
EP (1) EP4789133A2 (de)
CN (1) CN121941993A (de)
WO (1) WO2025075889A2 (de)

Also Published As

Publication number Publication date
CN121941993A (zh) 2026-04-28
WO2025075889A2 (en) 2025-04-10
WO2025075889A3 (en) 2025-05-15

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