Deepak Ranjan Nayak

66 papers A 1B 6C 1Journal 48Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	From SAM to DINOv2: Towards Distilling Foundation Models to Lightweight Baselines for Generalized Polyp Segmentation. CoRR Shivanshu Agnihotri, Snehashis Majhi, Deepak Ranjan Nayak, Debesh Jha
2025	J	`jnl`	Glaucoformer: Dual-Domain Global Transformer Network for Generalized Glaucoma Stage Classification. IEEE J. Biomed. Health Informatics Dipankar Das, Deepak Ranjan Nayak, Ram Bilas Pachori
2025	J	`jnl`	MTA-Net: Multi-scale triplet attention-aware network for multiclass skin lesion classification. Comput. Biol. Medicine Himanshu K. Gajera, Deepak Ranjan Nayak, Mukesh A. Zaveri
2025	—	`conf`	Mamba Guided Boundary Prior Matters: A New Perspective for Generalized Polyp Segmentation. MICCAI (11) Tapas Kumar Dutta, Snehashis Majhi, Deepak Ranjan Nayak, Debesh Jha
2025	J	`jnl`	Mamba Guided Boundary Prior Matters: A New Perspective for Generalized Polyp Segmentation. CoRR Tapas Kumar Dutta, Snehashis Majhi, Deepak Ranjan Nayak, Debesh Jha
2025	A	`conf`	SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation. WACV Tapas Kumar Dutta, Snehashis Majhi, Deepak Ranjan Nayak, Debesh Jha
2025	J	`jnl`	SRMA-Mamba: Spatial Reverse Mamba Attention Network for Pathological Liver Segmentation in MRI Volumes. CoRR Jun Zeng, Yannan Huang, Elif Keles, Halil Ertugrul Aktas, Gorkem Durak, Nikhil Kumar Tomar, Quoc-Huy Trinh, Deepak Ranjan Nayak, Ulas Bagci, Debesh Jha
2025	J	`jnl`	WMCF-Net: Wavelet pooling-based multiscale contextual fusion network for polyp classification. Biomed. Signal Process. Control. Shreerudra Pratik, Pallabi Sharma, Deepak Ranjan Nayak, Bunil Kumar Balabantaray
2025	J	`jnl`	When CNNs Outperform Transformers and Mambas: Revisiting Deep Architectures for Dental Caries Segmentation. CoRR Aashish Ghimire, Jun Zeng, Roshan Paudel, Nikhil Kumar Tomar, Deepak Ranjan Nayak, Harshith Reddy Nalla, Vivek Jha, Glenda Reynolds, Debesh Jha
2024	J	`jnl`	A survey on cancer detection via convolutional neural networks: Current challenges and future directions. Neural Networks Pallabi Sharma, Deepak Ranjan Nayak, Bunil Kumar Balabantaray, Muhammad Tanveer, Rajashree Nayak
2024	J	`jnl`	AES-Net: An adapter and enhanced self-attention guided network for multi-stage glaucoma classification using fundus images. Image Vis. Comput. Dipankar Das, Deepak Ranjan Nayak, Ram Bilas Pachori
2024	J	`jnl`	ARM-Net: Attention-guided residual multiscale CNN for multiclass brain tumor classification using MR images. Biomed. Signal Process. Control. Tapas Kumar Dutta, Deepak Ranjan Nayak, Yu-Dong Zhang
2024	J	`jnl`	CDAM-Net: Channel shuffle dual attention based multi-scale CNN for efficient glaucoma detection using fundus images. Eng. Appl. Artif. Intell. Dipankar Das, Deepak Ranjan Nayak, Sulatha V. Bhandary, U. Rajendra Acharya
2024	—	`conf`	CaDT-Net: A Cascaded Deformable Transformer Network for Multiclass Breast Cancer Histopathological Image Classification. ICONIP (7) Babita, Kadali Sri Akash, M. Sajid, Deepak Ranjan Nayak, Muhammad Tanveer
2024	J	`jnl`	FJA-Net: A Fuzzy Joint Attention Guided Network for Classification of Glaucoma Stages. IEEE Trans. Fuzzy Syst. Dipankar Das, Deepak Ranjan Nayak
2024	J	`jnl`	GS-Net: Global Self-Attention Guided CNN for Multi-Stage Glaucoma Classification. CoRR Dipankar Das, Deepak Ranjan Nayak
2024	C	`conf`	LiCT-Net: Lightweight Convolutional Transformer Network for Multiclass Breast Cancer Classification. TENCON Babita, Deepak Ranjan Nayak
2024	B	`conf`	MCT-Net: a Lightweight Multiscale Convolutional Transformer Network for Polyp Segmentation. ICIP Niladri Chakraborti, Deepak Ranjan Nayak
2024	J	`jnl`	RDTNet: A residual deformable attention based transformer network for breast cancer classification. Expert Syst. Appl. Babita, Deepak Ranjan Nayak
2024	J	`jnl`	SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation. CoRR Tapas Kumar Dutta, Snehashis Majhi, Deepak Ranjan Nayak, Debesh Jha
2023	J	`jnl`	A comprehensive analysis of dermoscopy images for melanoma detection via deep CNN features. Biomed. Signal Process. Control. Himanshu K. Gajera, Deepak Ranjan Nayak, Mukesh A. Zaveri
2023	J	`jnl`	CA-Net: A Novel Cascaded Attention-Based Network for Multistage Glaucoma Classification Using Fundus Images. IEEE Trans. Instrum. Meas. Dipankar Das, Deepak Ranjan Nayak, Ram Bilas Pachori
2023	B	`conf`	GS-Net: Global Self-Attention Guided CNN for Multi-Stage Glaucoma Classification. ICIP Dipankar Das, Deepak Ranjan Nayak
2023	J	`jnl`	LiMS-Net: A Lightweight Multi-Scale CNN for COVID-19 Detection from Chest CT Scans. ACM Trans. Manag. Inf. Syst. Amogh Manoj Joshi, Deepak Ranjan Nayak, Dibyasundar Das, Yudong Zhang
2023	J	`jnl`	M Expert Syst. J. Knowl. Eng. Himanshu K. Gajera, Deepak Ranjan Nayak, Mukesh A. Zaveri
2022	J	`jnl`	A feature-level fusion based improved multimodal biometric recognition system using ear and profile face. J. Ambient Intell. Humaniz. Comput. Partha Pratim Sarangi, Deepak Ranjan Nayak, Madhumita Panda, Banshidhar Majhi
2022	B	`conf`	CDANet: Channel Split Dual Attention Based CNN for Brain Tumor Classification In Mr Images. ICIP Tapas Kumar Dutta, Deepak Ranjan Nayak
2022	—	`conf`	Fusion of Local and Global Feature Representation With Sparse Autoencoder for Improved Melanoma Classification. EMBC Himanshu K. Gajera, Deepak Ranjan Nayak, Mukesh A. Zaveri
2022	B	`conf`	GDenseMNet: Global Dense Multiscale Feature Learning Network for Efficient COVID-19 Detection in CT Images. IJCNN Amogh Manoj Joshi, Deepak Ranjan Nayak
2022	J	`jnl`	MFL-Net: An Efficient Lightweight Multi-Scale Feature Learning CNN for COVID-19 Diagnosis From CT Images. IEEE J. Biomed. Health Informatics Amogh Manoj Joshi, Deepak Ranjan Nayak
2022	—	`conf`	Multi-level 3DCNN with Min-Max Ranking Loss for Weakly-Supervised Video Anomaly Detection. ICONIP (7) Snehashis Majhi, Deepak Ranjan Nayak, Ratnakar Dash, Pankaj Kumar Sa
2022	J	`jnl`	Patch-based local deep feature extraction for automated skin cancer classification. Int. J. Imaging Syst. Technol. Himanshu K. Gajera, Mukesh A. Zaveri, Deepak Ranjan Nayak
2022	—	`conf`	Towards Exploring Deep Features for Efficient Melanoma Diagnosis in Dermoscopic Images. OCIT Himanshu K. Gajera, Mukesh A. Zaveri, Deepak Ranjan Nayak
2021	J	`jnl`	A cerebral microbleed diagnosis method via FeatureNet and ensembled randomized neural networks. Appl. Soft Comput. Si-Yuan Lu, Deepak Ranjan Nayak, Shui-Hua Wang, Yu-Dong Zhang
2021	J	`jnl`	A hybrid feature descriptor with Jaya optimised least squares SVM for facial expression recognition. IET Image Process. Nikunja Bihari Kar, Deepak Ranjan Nayak, Korra Sathya Babu, Yu-Dong Zhang
2021	J	`jnl`	Application of deep learning techniques for detection of COVID-19 cases using chest X-ray images: A comprehensive study. Biomed. Signal Process. Control. Soumya Ranjan Nayak, Deepak Ranjan Nayak, Utkarsh Sinha, Vaibhav Arora, Ram Bilas Pachori
2021	J	`jnl`	COVID-19 classification by CCSHNet with deep fusion using transfer learning and discriminant correlation analysis. Inf. Fusion Shui-Hua Wang, Deepak Ranjan Nayak, David S. Guttery, Xin Zhang, Yu-Dong Zhang
2021	J	`jnl`	ECNet: An evolutionary convolutional network for automated glaucoma detection using fundus images. Biomed. Signal Process. Control. Deepak Ranjan Nayak, Dibyasundar Das, Banshidhar Majhi, Sulatha V. Bhandary, U. Rajendra Acharya
2021	—	`conf`	Feature Modulating Two-Stream Deep Convolutional Neural Network for Glaucoma Detection in Fundus Images. CVIP (2) Snehashis Majhi, Deepak Ranjan Nayak
2021	B	`conf`	Improving the Performance of Melanoma Detection in Dermoscopy Images Using Deep CNN Features. AIME Himanshu K. Gajera, Mukesh A. Zaveri, Deepak Ranjan Nayak
2020	J	`jnl`	A deep stacked random vector functional link network autoencoder for diagnosis of brain abnormalities and breast cancer. Biomed. Signal Process. Control. Deepak Ranjan Nayak, Ratnakar Dash, Banshidhar Majhi, Ram Bilas Pachori, Yudong Zhang
2020	J	`jnl`	Automated Diagnosis of Pathological Brain Using Fast Curvelet Entropy Features. IEEE Trans. Sustain. Comput. Deepak Ranjan Nayak, Ratnakar Dash, Xiaojun Chang, Banshidhar Majhi, Sambit Bakshi
2020	J	`jnl`	Automated diagnosis of multi-class brain abnormalities using MRI images: A deep convolutional neural network based method. Pattern Recognit. Lett. Deepak Ranjan Nayak, Ratnakar Dash, Banshidhar Majhi
2020	J	`jnl`	Deep extreme learning machine with leaky rectified linear unit for multiclass classification of pathological brain images. Multim. Tools Appl. Deepak Ranjan Nayak, Dibyasundar Das, Ratnakar Dash, Snehashis Majhi, Banshidhar Majhi
2020	J	`jnl`	H-WordNet: a holistic convolutional neural network approach for handwritten word recognition. IET Image Process. Dibyasundar Das, Deepak Ranjan Nayak, Ratnakar Dash, Banshidhar Majhi, Yu-Dong Zhang
2020	J	`jnl`	MJCN: Multi-objective Jaya Convolutional Network for handwritten optical character recognition. Multim. Tools Appl. Dibyasundar Das, Deepak Ranjan Nayak, Ratnakar Dash, Banshidhar Majhi
2019	J	`jnl`	An empirical evaluation of extreme learning machine: application to handwritten character recognition. Multim. Tools Appl. Dibyasundar Das, Deepak Ranjan Nayak, Ratnakar Dash, Banshidhar Majhi
2019	J	`jnl`	Application of fast curvelet Tsallis entropy and kernel random vector functional link network for automated detection of multiclass brain abnormalities. Comput. Medical Imaging Graph. Deepak Ranjan Nayak, Ratnakar Dash, Banshidhar Majhi, U. Rajendra Acharya
2019	J	`jnl`	Backward-Forward Algorithm: An Improvement towards Extreme Learning Machine. CoRR Dibyasundar Das, Deepak Ranjan Nayak, Ratnakar Dash, Banshidhar Majhi
2019	J	`jnl`	MJaya-ELM: A Jaya algorithm with mutation and extreme learning machine based approach for sensorineural hearing loss detection. Appl. Soft Comput. Deepak Ranjan Nayak, Yudong Zhang, Dibyasundar Das, Subinita Panda
2018	J	`jnl`	An Improved Pathological Brain Detection System Based on Two-Dimensional PCA and Evolutionary Extreme Learning Machine. J. Medical Syst. Deepak Ranjan Nayak, Ratnakar Dash, Banshidhar Majhi
2018	J	`jnl`	Combining extreme learning machine with modified sine cosine algorithm for detection of pathological brain. Comput. Electr. Eng. Deepak Ranjan Nayak, Ratnakar Dash, Banshidhar Majhi, Shuihua Wang
2018	J	`jnl`	Development of pathological brain detection system using Jaya optimized improved extreme learning machine and orthogonal ripplet-II transform. Multim. Tools Appl. Deepak Ranjan Nayak, Ratnakar Dash, Banshidhar Majhi
2018	J	`jnl`	Discrete ripplet-II transform and modified PSO based improved evolutionary extreme learning machine for pathological brain detection. Neurocomputing Deepak Ranjan Nayak, Ratnakar Dash, Banshidhar Majhi
2018	J	`jnl`	Pathological brain detection using curvelet features and least squares SVM. Multim. Tools Appl. Deepak Ranjan Nayak, Ratnakar Dash, Banshidhar Majhi
2018	B	`conf`	SCA-RELM: A New Regularized Extreme Learning Machine Based on Sine Cosine Algorithm for Automated Detection of Pathological Brain. RO-MAN Deepak Ranjan Nayak, Ratnakar Dash, Zhihai Lu, Siyuan Lu, Banshidhar Majhi
2017	J	`jnl`	Automated pathological brain detection system: A fast discrete curvelet transform and probabilistic neural network based approach. Expert Syst. Appl. Deepak Ranjan Nayak, Ratnakar Dash, Banshidhar Majhi, Vijendra Prasad
2017	—	`conf`	Pathological Brain Detection using Extreme Learning Machine Trained with Improved Whale Optimization Algorithm. ICAPR Deepak Ranjan Nayak, Ratnakar Dash, Banshidhar Majhi
2016	J	`jnl`	Brain MR image classification using two-dimensional discrete wavelet transform and AdaBoost with random forests. Neurocomputing Deepak Ranjan Nayak, Ratnakar Dash, Banshidhar Majhi
2016	J	`jnl`	Non-linear cellular automata based edge detector for optical character images. Simul. Deepak Ranjan Nayak, Ratnakar Dash, Banshidhar Majhi, Jahangir Mohammed
2015	—	`conf`	Classification of brain MR images using discrete wavelet transform and random forests. NCVPRIPG Deepak Ranjan Nayak, Ratnakar Dash, Banshidhar Majhi
2014	J	`jnl`	A Cellular Automata based Optimal Edge Detection Technique using Twenty-Five Neighborhood Model. CoRR Deepak Ranjan Nayak, Sumit Kumar Sahu, Jahangir Mohammed
2014	J	`jnl`	A Survey on Two Dimensional Cellular Automata and Its Application in Image Processing. CoRR Deepak Ranjan Nayak, Prashanta Kumar Patra, Amitav Mahapatra
2013	J	`jnl`	An Efficient Edge Detection Technique by Two Dimensional Rectangular Cellular Automata. CoRR Jahangir Mohammed, Deepak Ranjan Nayak
2009	—	`conf`	Blind Radial Basis Function Network Equalizer for Digital Communication Channels. EMS Deepak Ranjan Nayak
2008	—	`conf`	A Novel Architecture for Embedded Biometric Authentication System. EMS Deepak Ranjan Nayak