Super-Resolution Image Reconstruction Using Dual-Mode Complex Diffusion-Based Shock Filter and Singular Value Decomposition. - Gunnam Suryanarayana; Ravindra Dhuli (Circuits Syst. Signal Process., 2017)

Edge preserving super-resolution algorithm using multi-stage cascaded joint bilateral filter. - Gunnam Suryanarayana; Ravindra Dhuli (Int. J. Model. Simul. Sci. Comput., 2017)

Semi-supervised Deep Learning Using Improved Unsupervised Discriminant Projection. - Xiao Han; Zihao Wang; Enmei Tu; Gunnam Suryanarayana; Jie Yang 002 (ICONIP (3), 2019)

Single Image Super-Resolution Algorithm Possessing Edge and Contrast Preservation. - Gunnam Suryanarayana; Ravindra Dhuli; Jie Yang 002 (Int. J. Image Graph., 2019)

Towards Real-Time Heartbeat Classification: Evaluation of Nonlinear Morphological Features and Voting Method. - Kandala N. V. P. S. Rajesh; Ravindra Dhuli; Pawel Plawiak; Ganesh R. Naik; Hossein Moeinzadeh; Gaetano D. Gargiulo; Gunnam Suryanarayana (Sensors, 2019)

Accurate Magnetic Resonance Image Super-Resolution Using Deep Networks and Gaussian Filtering in the Stationary Wavelet Domain. - Gunnam Suryanarayana; Karthik Chandran; Osamah Ibrahim Khalaf; Youseef Alotaibi; Abdulmajeed Alsufyani; Saleh Ahmed Alghamdi (IEEE Access, 2021)

Super-Resolution Based on Residual Learning and Optimized Phase Stretch Transform. - Gunnam Suryanarayana; Kandala N. V. P. S. Rajesh; Jie Yang 002 (Int. J. Image Graph., 2021)

Intelligent classification of lung malignancies using deep learning techniques. - Priyanka Yadlapalli; D. Bhavana; Gunnam Suryanarayana (Int. J. Intell. Comput. Cybern., 2022)

Fusion of hyperspectral and multispectral images based on principal component analysis and guided bilateral filtering. - Gunnam Suryanarayana; Bellamkonda Saidulu; Majeti Ratna Hari Priya; Kumpati Likhitha; Kumbha Pragathi; K. M. R. K. Srikanth (Int. J. Syst. Assur. Eng. Manag., 2024)

Automatic dysarthria detection and severity level assessment using CWT-layered CNN model. - Shaik Sajiha; Kodali Radha; Dhulipalla Venkata Rao; Nammi Sneha; Gunnam Suryanarayana; Durga Prasad Bavirisetti (EURASIP J. Audio Speech Music. Process., 2024)

Deep interpolation based hyperspectral-multispectral image fusion via anisotropic dependent principal component analysis. - Gunnam Suryanarayana; K. Shri Ramtej; D. Srinivasulu Reddy; P. E. S. N. Krishna Prasad; Avagaddi Prasad; K. M. R. K. Srikanth (Multim. Tools Appl., 2025)

Interpretation of Deep Learning Model in Embryo Selection for In Vitro Fertilization (IVF) Treatment. - Kodali Radha; Dhulipalla Venkata Rao; Venkata Siva Kishor Tatavarty; Madhavi Nadakuditi; Bharadwaj Thiruveedhula; Gunnam Suryanarayana; Durga Prasad Bavirisetti (CoRR, 2025)