Sumohana S. Channappayya

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 74

Top Venues

CoRR

NCC

IEEE Signal Process. Lett.

ICIP

Publications

Lokesh Badisa, Sumohana S. Channappayya
Inpainting the Gaps: A Novel Framework for Evaluating Explanation Methods in Vision Transformers. CoRR (2024)
Anuradha Uggi, Sumohana S. Channappayya
MS-NetVLAD: Multi-Scale NetVLAD for Visual Place Recognition. IEEE Signal Process. Lett. 31 (2024)
Suresh Kumar Amalapuram, Bheemarjuna Reddy Tamma, Sumohana S. Channappayya
SPIDER: A Semi-Supervised Continual Learning-based Network Intrusion Detection System. INFOCOM (2024)
Challapalli Phanindra Revanth, Sumohana S. Channappayya, C. Krishna Mohan
Minimizing Energy Costs in Deep Learning Model Training: The Gaussian Sampling Approach. CoRR (2024)
V. Chandrakanth, V. S. N. Murthy, Sumohana S. Channappayya
Siamese Cross-Domain Tracker Design for Seamless Tracking of Targets in RGB and Thermal Videos. IEEE Trans. Artif. Intell. 4 (1) (2023)
Archana Ramachandran, Sumohana S. Channappayya
Perceptually-Inspired Local Source Normalization for Adversarial Robustness. AIMLSystems (2023)
P. Charantej Reddy, Aditya Siripuram, Sumohana S. Channappayya
Can Perceptual Guidance Lead to Semantically Explainable Adversarial Perturbations? IEEE J. Sel. Top. Signal Process. 17 (6) (2023)
V. Chandrakanth, Shivpal Singh, Sumohana S. Channappayya, Kannappan Palaniappan
Priority Scheduling Using Recurrent Quadrant Search for Handling Priority and 'Pop-Up' Targets in Aerial Videos. AIPR (2023)
Suresh Kumar Amalapuram, Sumohana S. Channappayya, Bheemarjuna Reddy Tamma
Augmented Memory Replay-based Continual Learning Approaches for Network Intrusion Detection. NeurIPS (2023)
Akshad Shyam, Kusum Komalavally, Monika Gautam, Vamshikrishna Kancharla, Vennela Gudisa, Virendra Patil, Aanandh Balasubramanian, Sumohana S. Channappayya
An Automotive Radar Dataset For Object Classification. ICASSP (2023)
Ramesh Reddy Chandrapu, Dubacharla Gyaneshwar, Sumohana S. Channappayya, Amit Acharyya
Selective Binarization based Architecture Design Methodology for Resource-constrained Computation of Deep Neural Networks. ISCAS (2023)
Chandrajit Pal, Pratibha Verma, Himanshu Rohit, Dubacharla Gyaneshwar, Sumohana S. Channappayya, Amit Acharyya
SqueezeNetVLAD: High-speed power and memory efficient GPS less accurate network model for visual place recognition on the edge. NEWCAS (2023)
Srinadh Reddy Bhavanam, Sumohana S. Channappayya, P. K. Srijith, Shantanu Desai
Cosmic Ray rejection with attention augmented deep learning. Astron. Comput. 40 (2022)
Md. Shahid, Abhishek B., Sumohana S. Channappayya
A Cross-Platform HD Dataset and a Two-Step Framework for Robust Aerial Image Matching. IEEE Access 10 (2022)
Parnian Afshar, Arash Mohammadi, Konstantinos N. Plataniotis, Keyvan Farahani, Justin S. Kirby, Anastasia Oikonomou, Amir Asif, Leonard Wee, Andre Dekker, Xin Wu, Mohammad Ariful Haque, Shahruk Hossain, Md. Kamrul Hasan, Uday Kamal, Winston H. Hsu, Jhih-Yuan Lin, M. Sohel Rahman, Nabil Ibtehaz, Sh. M. Amir Foisol, Kin-Man Lam, Zhong Guang, Runze Zhang, Sumohana S. Channappayya, Shashank Gupta, Chander Dev
Lung-Originated Tumor Segmentation from Computed Tomography Scan (LOTUS) Benchmark. CoRR (2022)
Suresh Kumar Amalapuram, Akash Tadwai, Reethu Vinta, Sumohana S. Channappayya, Bheemarjuna Reddy Tamma
Continual Learning for Anomaly based Network Intrusion Detection. COMSNETS (2022)
Pratibha Verma, Pradip Sasmal, Chandrajit Pal, Sumohana S. Channappayya, Amit Acharyya
Clustered Network Adaptation Methodology for the Resource Constrained Platform. NEWCAS (2022)
Ratnala Vinay, Pradip Sasmal, Chandrajit Pal, Toshihisa Haraki, Kazuhiro Tamura, Chirag Juyal, Mohamed Amir Gabir Elbakri, Sumohana S. Channappayya, Amit Acharyya
Light Weight RL Based Run Time Power Management Methodology for Edge Devices. ICECS 2022 (2022)
Avinash Amballa, Advaith P., Pradip Sasmal, Sumohana S. Channappayya
Discrete Control in Real-World Driving Environments using Deep Reinforcement Learning. CoRR (2022)
V. Chandrakanth, V. S. N. Murthy, Sumohana S. Channappayya
UAV-based autonomous detection and tracking of beyond visual range (BVR) non-stationary targets using deep learning. J. Real Time Image Process. 19 (2) (2022)
Srinadh Reddy Bhavanam, Sumohana S. Channappayya, P. K. Srijith, Shantanu Desai
Cosmic Ray Detection in Astronomical Images via Dictionary Learning and Sparse Representation. EUSIPCO (2022)
Parimala Kancharla, Sumohana S. Channappayya
Completely Blind Quality Assessment of User Generated Video Content. IEEE Trans. Image Process. 31 (2022)
Suresh N, Pavan Manesh Mylavarapu, Naga Sailaja Mahankali, Sumohana S. Channappayya
A Fast and Efficient No-Reference Video Quality Assessment Algorithm Using Video Action Recognition Features. NCC (2022)
Naga Sailaja Mahankali, Mohan Raghavan, Sumohana S. Channappayya
No-Reference Video Quality Assessment Using Voxel-Wise fMRI Models of the Visual Cortex. IEEE Signal Process. Lett. 29 (2022)
Md. Shahid, Sumohana S. Channappayya
Aerial Cross-platform Path Planning Dataset. ICCVW (2021)
Parimala Kancharla, Sumohana S. Channappayya
Improving the Visual Quality of Video Frame Prediction Models Using the Perceptual Straightening Hypothesis. IEEE Signal Process. Lett. 28 (2021)
Naga Sailaja Mahankali, Sumohana S. Channappayya
Video Quality Prediction Using Voxel-Wise fMRI Models of the Visual Cortex. ICASSP (2021)
Shankhanil Mitra, Rajiv Soundararajan, Sumohana S. Channappayya
Predicting Spatio-Temporal Entropic Differences for Robust No Reference Video Quality Assessment. IEEE Signal Process. Lett. 28 (2021)
Suresh Kumar Amalapuram, Thushara Tippi Reddy, Sumohana S. Channappayya, Bheemarjuna Reddy Tamma
On Handling Class Imbalance in Continual Learning based Network Intrusion Detection Systems. AIMLSystems (2021)
Chandra Sekhar Ravuri, Rajesh Sureddi, Dendi Sathya Veera Reddy, Shanmuganathan Raman, Sumohana S. Channappayya
Deep No-reference Tone Mapped Image Quality Assessment. CoRR (2020)
Nagabhushan Eswara, S. Ashique, Anand Panchbhai, Soumen Chakraborty, Hemanth P. Sethuram, Kiran Kuchi, Abhinav Kumar, Sumohana S. Channappayya
Streaming Video QoE Modeling and Prediction: A Long Short-Term Memory Approach. IEEE Trans. Circuits Syst. Video Technol. 30 (3) (2020)
Dendi Sathya Veera Reddy, Sumohana S. Channappayya
No-Reference Video Quality Assessment Using Natural Spatiotemporal Scene Statistics. IEEE Trans. Image Process. 29 (2020)
M. Amarlingam, K. V. V. Durga Prasad, Pachamuthu Rajalakshmi, Sumohana S. Channappayya, Challa S. Sastry
A Novel Low-Complexity Compressed Data Aggregation Method for Energy-Constrained IoT Networks. IEEE Trans. Green Commun. Netw. 4 (3) (2020)
Nagabhushan Eswara, Soumen Chakraborty, Hemanth P. Sethuram, Kiran Kuchi, Abhinav Kumar, Sumohana S. Channappayya
Perceptual QoE-Optimal Resource Allocation for Adaptive Video Streaming. IEEE Trans. Broadcast. 66 (2) (2020)
Dendi Sathya Veera Reddy, Chander Dev, Narayan Kothari, Sumohana S. Channappayya
Lqaid: Localized Quality Aware Image Denoising Using Deep Convolutional Neural Networks. ICASSP (2020)
Sameeulla Khan Md, Sumohana S. Channappayya
Full Reference Stereoscopic Video Quality Assessment Based On Spatio-Depth Saliency And Motion Strength. NCC (2019)
Abhinau K. Venkataramanan, Shashank Gupta, Sumohana S. Channappayya
Perceptually Driven Conditional GAN for Fourier Ptychography. ACSSC (2019)
Parimala Kancharla, Sumohana S. Channappayya
A weighted optimization for Fourier Ptychographic Microscopy. NCC (2019)
Dendi Sathya Veera Reddy, Gokul Krishnappa, Sumohana S. Channappayya
Full-Reference Video Quality Assessment Using Deep 3D Convolutional Neural Networks. NCC (2019)
Parimala Kancharla, Sumohana S. Channappayya
Quality Aware Generative Adversarial Networks. CoRR (2019)
Chandra Sekhar Ravuri, Rajesh Sureddi, Dendi Sathya Veera Reddy, Shanmuganathan Raman, Sumohana S. Channappayya
Deep No-Reference Tone Mapped Image Quality Assessment. ACSSC (2019)
Parimala Kancharla, Sumohana S. Channappayya
Quality Aware Generative Adversarial Networks. NeurIPS (2019)
Balasubramanyam Appina, Dendi Sathya Veera Reddy, K. Manasa, Sumohana S. Channappayya, Alan C. Bovik
Study of Subjective Quality and Objective Blind Quality Prediction of Stereoscopic Videos. IEEE Trans. Image Process. 28 (10) (2019)
Dendi Sathya Veera Reddy, Chander Dev, Narayan Kothari, Sumohana S. Channappayya
Generating Image Distortion Maps Using Convolutional Autoencoders With Application to No Reference Image Quality Assessment. IEEE Signal Process. Lett. 26 (1) (2019)
Roopak R. Tamboli, Balasubramanyam Appina, Péter A. Kara, Maria G. Martini, Sumohana S. Channappayya, Soumya Jana
Effect of Primitive Features of Content on Perceived Quality of Light Field Visualization. QoMEX (2018)
Sameeulla Khan Md, Sumohana S. Channappayya
Estimating Depth-Salient Edges and Its Application to Stereoscopic Image Quality Assessment. IEEE Trans. Image Process. 27 (12) (2018)
Nagabhushan Eswara, K. Manasa, Avinash Kommineni, Soumen Chakraborty, Hemanth P. Sethuram, Kiran Kuchi, Abhinav Kumar, Sumohana S. Channappayya
A Continuous QoE Evaluation Framework for Video Streaming Over HTTP. IEEE Trans. Circuits Syst. Video Technol. 28 (11) (2018)
Balasubramanyam Appina, Jalli Akshith, Shanmukha Srinivas Battula, Sumohana S. Channappayya
No-Reference Stereoscopic Video Quality Assessment Algorithm Using Joint Motion and Depth Statistics. ICIP (2018)
Konkimalla Chandra Prakash, Y. M. Srikar, Gayam Trishal, Souraj Mandal, Sumohana S. Channappayya
Optical Character Recognition (OCR) for Telugu: Database, Algorithm and Application. ICIP (2018)
Roopak R. Tamboli, M. Shanmukh Reddy, Péter A. Kara, Maria G. Martini, Sumohana S. Channappayya, Soumya Jana
A High-angular-resolution Turntable Data-set for Experiments on Light Field Visualization Quality. QoMEX (2018)
M. Amarlingam, Pradeep Kumar Mishra, Pachamuthu Rajalakshmi, Sumohana S. Channappayya, Challa S. Sastry
Novel Light Weight Compressed Data Aggregation using sparse measurements for IoT networks. J. Netw. Comput. Appl. 121 (2018)
Parimala Kancharla, Sumohana S. Channappayya
Improving the Visual Quality of Generative Adversarial Network (GAN)-Generated Images Using the Multi-Scale Structural Similarity Index. ICIP (2018)
Roopak R. Tamboli, Péter A. Kara, Aron Cserkaszky, Attila Barsi, Maria G. Martini, Balasubramanyam Appina, Sumohana S. Channappayya, Soumya Jana
3D Objective Quality Assessment of Light Field Video Frames. 3DTV-Conference (2018)
Harshitha Machiraju, Sumohana S. Channappayya
An Evaluation Metric for Object Detection Algorithms in Autonomous Navigation Systems and its Application to a Real-Time Alerting System. ICIP (2018)
Balasubramanyam Appina, Sumohana S. Channappayya
Full-Reference 3-D Video Quality Assessment Using Scene Component Statistical Dependencies. IEEE Signal Process. Lett. 25 (6) (2018)
Nagabhushan Eswara, S. Ashique, Anand Panchbhai, Soumen Chakraborty, Hemanth P. Sethuram, Kiran Kuchi, Abhinav Kumar, Sumohana S. Channappayya
Streaming Video QoE Modeling and Prediction: A Long Short-Term Memory Approach. CoRR (2018)
Nagabhushan Eswara, Hemanth P. Sethuram, Soumen Chakraborty, Kiran Kuchi, Abhinav Kumar, Sumohana S. Channappayya
Modeling Continuous Video QoE Evolution: A State Space Approach. ICME (2018)
Nagabhushan Eswara, Hemanth P. Sethuram, Soumen Chakraborty, Kiran Kuchi, Abhinav Kumar, Sumohana S. Channappayya
Modeling Continuous Video QoE Evolution: A State Space Approach. CoRR (2018)
Nagabhushan Eswara, Dendi Sathya Veera Reddy, Soumen Chakraborty, Hemanth P. Sethuram, Kiran Kuchi, Abhinav Kumar, Sumohana S. Channappayya
A linear regression framework for assessing time-varying subjective quality in HTTP streaming. GlobalSIP (2017)
Abhinau K. Venkataramanan, Shashank Gupta, Sai Sheetal Chandra, Shanmuganathan Raman, Sumohana S. Channappayya
No-reference quality assessment of tone mapped High Dynamic Range (HDR) images using transfer learning. QoMEX (2017)
P. Muhammed Shabeer, Saurabhchand Bhati, Sumohana S. Channappayya
Modeling sparse spatio-temporal representations for no-reference video quality assessment. GlobalSIP (2017)
Konkimalla Chandra Prakash, Y. M. Srikar, Gayam Trishal, Souraj Mandal, Sumohana S. Channappayya
Optical Character Recognition (OCR) for Telugu: Database, Algorithm and Application. CoRR (2017)
Balasubramanyam Appina, K. Manasa, Sumohana S. Channappayya
A full reference stereoscopic video quality assessment metric. ICASSP (2017)
Balasubramanyam Appina, K. Manasa, Sumohana S. Channappayya
Subjective and Objective Study of the Relation Between 3D and 2D Views Based on Depth and Bitrate. SD&A (2017)
Roopak R. Tamboli, Balasubramanyam Appina, Sumohana S. Channappayya, Soumya Jana
Achieving high angular resolution via view synthesis: Quality assessment of 3D content on super multiview lightfield display. IC3D (2017)
Balasubramanyam Appina, Jalli Akshith, Battula Shanmukh Srinivas, Sumohana S. Channappayya
No Reference Stereoscopic Video Quality Assessment Using Joint Motion and Depth Statistics. CoRR (2017)
K. Manasa, Sumohana S. Channappayya
An Optical Flow-Based Full Reference Video Quality Assessment Algorithm. IEEE Trans. Image Process. 25 (6) (2016)
Sameeulla Khan Md, Sumohana S. Channappayya
Sparsity based stereoscopic image quality assessment. ACSSC (2016)
Roopak R. Tamboli, Balasubramanyam Appina, Sumohana S. Channappayya, Soumya Jana
Super-multiview content with high angular resolution: 3D quality assessment on horizontal-parallax lightfield display. Signal Process. Image Commun. 47 (2016)
K. Manasa, Sumohana S. Channappayya
An optical flow-based no-reference video quality assessment algorithm. ICIP (2016)
K. Manasa, Balasubramanyam Appina, Sumohana S. Channappayya
Subjective Assessment of H.264 Compressed Stereoscopic Video. CoRR (2016)
Nagabhushan Eswara, Sumohana S. Channappayya, Abhinav Kumar, Kiran Kuchi
eTVSQ based video rate adaptation in cellular networks with α-fair resource allocation. WCNC (2016)
Balasubramanyam Appina, Sameeulla Khan Md, Sumohana S. Channappayya
No-reference Stereoscopic Image Quality Assessment Using Natural Scene Statistics. Signal Process. Image Commun. 43 (2016)
Kalloor Joseph Francis, Pradeep Kumar Mishra, Pachamuthu Rajalakshmi, Sumohana S. Channappayya, Ashutosh Richhariya
A simple and accurate matrix for model based photoacoustic imaging. HealthCom (2016)
Venkatanath N., Praneeth D., Maruthi Chandrasekhar Bh., Sumohana S. Channappayya, Swarup S. Medasani
Blind image quality evaluation using perception based features. NCC (2015)
Sadu Sadhana Reddy, K. Manasa, Sumohana S. Channappayya
Video packet priority assignment based on spatio-temporal perceptual importance. NCC (2015)
Sameeulla Khan Md, Balasubramanyam Appina, Sumohana S. Channappayya
Full-Reference Stereo Image Quality Assessment Using Natural Stereo Scene Statistics. IEEE Signal Process. Lett. 22 (11) (2015)
Kalloor Joseph Francis, Pachamuthu Rajalakshmi, Sumohana S. Channappayya
Distributed compressed sensing for photo-acoustic imaging. ICIP (2015)
S. Vignesh, K. V. S. N. L. Manasa Priya, Sumohana S. Channappayya
Face image quality assessment for face selection in surveillance video using convolutional neural networks. GlobalSIP (2015)
M. Akshai Krishna, Sai Sheetal Chandra, Sumohana S. Channappayya, Shanmuganathan Raman
A subjective and objective quality assessment of tone-mapped images. GlobalSIP (2015)
Roopak R. Tamboli, Kiran Kumar Vupparaboina, Jayanth Ready, Soumya Jana, Sumohana S. Channappayya
A subjective evaluation of true 3D images. IC3D (2014)
Praneeth D., Venkatanath N., Maruthi Chandrasekhar Bh., Sumohana S. Channappayya, Swarup S. Medasani
Blind distortion classification using content and perception based features. QoMEX (2014)
Kumar Abhishek, Mrinal Haloi, Sumohana S. Channappayya, Siva Rama Krishna Vanjari, Dhananjaya Dendukuri, Swathy Sridharan, Tripurari Choudhary, Paridhi Bhandari
An enhanced algorithm for the quantification of human chorionic gonadotropin (hCG) level in commercially available home pregnancy test kits. NCC (2014)
K. Manasa, K. V. S. N. L. Manasa Priya, Sumohana S. Channappayya
A perceptually motivated no-reference video quality assessment algorithm for packet loss artifacts. QoMEX (2014)
K. V. S. N. L. Manasa Priya, Sumohana S. Channappayya
A novel sparsity-inspired blind image quality assessment algorithm. GlobalSIP (2014)
K. V. S. N. L. Manasa Priya, K. Manasa, Sumohana S. Channappayya
A statistical evaluation of Sparsity-based Distance Measure (SDM) as an image quality assessment algorithm. ICASSP (2014)
Nagaraj R. Mahajan, Ravi Chandra Reddy Donapati, Sumohana S. Channappayya, Sivaramakrishna Vanjari, Ashutosh Richhariya, Jay Chhablani
An automated algorithm for blood vessel count and area measurement in 2-D choroidal scan images. EMBC (2013)
Kalyan Tej Javvadi Appanacharya, Anil Kumar Tatinati, Hari Krishna Kunderu, Khalid Mohammad Syed, Sumohana S. Channappayya, Amit Acharyya, Sourav Tripathi
A low-cost scalable solution for digitizing analog X-rays with applications to rural healthcare. EMBC (2013)
K. Manasa, K. V. S. N. L. Manasa Priya, S. Sadhana Reddy, Sumohana S. Channappayya, Sivaramakrishna Vanjari, Dhananjaya Dendukuri, Swathy Sridharan, Tripurari Choudhary, Paridhi Bhandari
An automated algorithm for the quantification of hCG level in novel fabric-based home pregnancy test kits. ACSSC (2013)
Jan Østergaard, Milan S. Derpich, Sumohana S. Channappayya
The High-Resolution Rate-Distortion Function under the Structural Similarity Index. EURASIP J. Adv. Signal Process. 2011 (2011)
Sumohana S. Channappayya, Alan C. Bovik, Robert W. Heath Jr.
Rate Bounds on SSIM Index of Quantized Images. IEEE Trans. Image Process. 17 (9) (2008)
Sumohana S. Channappayya, Alan C. Bovik, Constantine Caramanis, Robert W. Heath Jr.
Design of Linear Equalizers Optimized for the Structural Similarity Index. IEEE Trans. Image Process. 17 (6) (2008)
Sumohana S. Channappayya, Alan C. Bovik, Robert W. Heath Jr., Constantine Caramanis
Rate Bounds on SSIM Index of Quantized Image DCT Coefficients. DCC (2008)
Sumohana S. Channappayya, Alan C. Bovik, Robert W. Heath Jr.
Perceptual soft thresholding using the structural similarity index. ICIP (2008)
Sumohana S. Channappayya, Alan C. Bovik, Constantine Caramanis, Robert W. Heath Jr.
SSIM-optimal linear image restoration. ICASSP (2008)
Sumohana S. Channappayya, Alan C. Bovik, Robert W. Heath Jr.
A Linear Estimator Optimized for the Structural Similarity Index and its Application to Image Denoising. ICIP (2006)
Sumohana S. Channappayya, Robert W. Heath Jr., Alan C. Bovik
Multiple Description Image Coding Using Natural Scene Statistics. ICASSP (2) (2005)
Sumohana S. Channappayya, Joonsoo Lee, Robert W. Heath Jr., Alan C. Bovik
Frame based multiple description image coding in the wavelet domain. ICIP (3) (2005)
Glen P. Abousleman, Sumohana S. Channappayya, Lina J. Karam
Image coding for transmission over multiple noisy channels using punctured convolutional codes and trellis-coded quantization. ICIP (1) (2001)
Sumohana S. Channappayya, Glen P. Abousleman, Lina J. Karam
Coding of digital imagery for transmission over multiple noisy channels. ICASSP (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sumohana S. Channappayya