Olcay KURŞUN, Oleg FAVOROV

439471

SINGLE-FRAME SUPER-RESOLUTION BY INFERENCE FROM LEARNED FEATURES

SINGLE-FRAME SUPER-RESOLUTION BY INFERENCE FROM LEARNED FEATURES

Super-resolution is the creation of higher resolution views of pixel-based images through interpolation between the original pixels. Greater super-resolution can be achieved by taking advantage of local regularities inherent in natural images. In this paper, to learn regularities, we make use of the recently proposed SINBAD model  of how the cerebral cortical network learns regularities by discovering regularity-simplifying environmental features [5, 14]. Using the regularities discovered with the SINBAD approach, we were able to predict more accurately the interpolated pixels from the ones in the original image and were able to generate visually plausible fine spatial details in the expanded image
Keywords:

-,

PDF
Electrica-Cover
  • ISSN: 2619-9831
  • Yayın Aralığı: 3
  • Başlangıç: 2001
  • Yayıncı: İstanbul Üniversitesi-Cerrahpaşa
Arşiv
Sayıdaki Diğer Makaleler

CLASSIFICATION AND PREDICTION IN DATA MINING WITH NEURAL NETWORKS

Serhat ÖZEKES, Onur OSMAN

FACE RECOGNITION USING PCA, LDA AND ICA APPROACHES ON COLORED IMAGES

Önsen TOYGAR, Adnan ACAN

SINGLE-FRAME SUPER-RESOLUTION BY INFERENCE FROM LEARNED FEATURES

Olcay KURŞUN, Oleg FAVOROV

ANALYSIS AND SIMULATION OF A LOW-VOLTAGE POWERLINE CHANNEL USING ORTHOGONAL FREQUENCY DIVISION MULTIPLEXING

Youbing ZHANG, Cheng SHIJIE, Joseph NGUIMBIS, Lan XIONG

ADAPTIVE FUZZY SLIDING MODE CONTROL FOR A CLASS OF BIPARTITE MODULAR ROBOTIC SYSTEMS

Mehmet Önder EFE, Lemi Dağhan ACAY, Cem ÜNSAL, Pradeep K. KHOSLA

MODULAR AND HIERARCHICAL SPECIALIZATION IN NEURAL NETWORKS

A.J.W.M. ten BERG, L. SPAANENBURG

NEW CRITERIA FOR THE EXISTENCE OF STABLE EQUILIBRIUM POINTS IN NONSYMMETRIC CELLULAR

Neyir OZCAN, Sabri ARIK, Vedat TAVSANOGLU

INTERPOLATION OF 2D SIGNALS USING CELLULAR NEURAL NETWORK

Alexandru GACSÁDI, Péter SZOLGAY

A NOVEL BI-CHARACTERISTIC FDTD METHOD FOR WAVE PROPAGATION

Mehmet ÇİYDEM, S. Sencer KOÇ

COMPUTATION OF RADIATION EFFICIENCY FOR A RESONANT RECTANGULAR MICROSTRIP PATCH ANTENNA USING BACKPROPAGATION MULTILAYERED PERCEPTRONS

Şeref SAĞIROĞLU, Kerim GÜNEY, Mehmet ERLER