Susmita Ghosh - RankMe

109 papers B 4C 6Journal 56Unranked 38

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Revisiting Aerial Scene Classification on the AID Benchmark. CoRR Subhajeet Das, Susmita Ghosh, Abhiroop Chatterjee
2025	J	`jnl`	A UAV-Based VNIR Hyperspectral Benchmark Dataset for Landmine and UXO Detection. CoRR Sagar Lekhak, Emmett J. Ientilucci, Jasper Baur, Susmita Ghosh
2025	J	`jnl`	Adaptive feature mixing with Vision Transformers for clinical image analysis. Appl. Soft Comput. Susmita Ghosh, Swagatam Das
2025	J	`jnl`	An active learning framework for adversarial training of deep neural networks. Neural Comput. Appl. Susmita Ghosh, Abhiroop Chatterjee, Lance Fiondella
2025	—	`conf`	Context-Aware Masking and Learnable Diffusion-Guided Patch Refinement in Transformers via Sparse Supervision for Hyperspectral Image Classification. ICCVW Abhiroop Chatterjee, Susmita Ghosh, Ashish Ghosh
2025	J	`jnl`	Learning Hyperspectral Images with Curated Text Prompts for Efficient Multimodal Alignment. CoRR Abhiroop Chatterjee, Susmita Ghosh
2025	J	`jnl`	Uncertainty Quantification In Surface Landmines and UXO Classification Using MC Dropout. CoRR Sagar Lekhak, Emmett J. Ientilucci, Dimah Dera, Susmita Ghosh
2024	—	`conf`	Enhancing Medical Image Analysis with MA-DTNet: A Dual Task Network Guided by Morphological Attention. ICPR (12) Susmita Ghosh, Swagatam Das
2024	—	`conf`	GlowNet: A Lightweight Attention based Self-Guided Deep Neural Network for Low-Light Image Enhancement. BMVC Workshops Abhiroop Chatterjee, Susmita Ghosh, Ashish Ghosh
2024	J	`jnl`	Multi-scale morphology-aided deep medical image segmentation. Eng. Appl. Artif. Intell. Susmita Ghosh, Swagatam Das
2024	—	`conf`	Reliability Evaluation of CNN-enabled Systems in Adversarial Scenarios. ICAA Karen da Mata, Zakaria Faddi, Priscila Silva, Vidhyashree Nagaraju, Susmita Ghosh, Gökhan Kul, Lance Fiondella
2024	J	`jnl`	Speckle Noise Removal: A Local Structure Preserving Approach. SN Comput. Sci. Rahul Roy, Susmita Ghosh, Ashish Ghosh
2024	—	`conf`	Stochastic Variations for Latent Data Representation (SVLDR): A Probabilistic Generative Modeling Framework. CVMI Abhiroop Chatterjee, Susmita Ghosh, Ashish Ghosh
2024	C	`conf`	Urbanscape-Net: A Spatial and Self-Attention Guided Deep Neural Network with Multi Scale Feature Extraction for Urban Land-Use Classification. IGARSS Abhiroop Chatterjee, Susmita Ghosh, Ashish Ghosh, Emmett J. Ientilucci
2023	C	`conf`	A Combination of Mutual and Neighborhood Information for Band Selection in Hyperspectral Images. IGARSS Abhishek Dey, Susmita Ghosh, Emmett J. Ientilucci
2023	J	`jnl`	Automated COVID-19 CT Image Classification using Multi-head Channel Attention in Deep CNN. CoRR Susmita Ghosh, Abhiroop Chatterjee
2023	J	`jnl`	Introducing Feature Attention Module on Convolutional Neural Network for Diabetic Retinopathy Detection. CoRR Susmita Ghosh, Abhiroop Chatterjee
2023	C	`conf`	MIclust: A Clustering Algorithm for High Dimensional Data. IGARSS Namita Jain, Susmita Ghosh, Emmett J. Ientilucci
2023	J	`jnl`	Standardized Analysis Ready (STAR) data cube for high-resolution Flood mapping using Sentinel-1 data. CoRR Surajit Ghosh, Arpan Dawn, Sneha Kour, Susmita Ghosh
2023	—	`conf`	T-Fusion Net: A Novel Deep Neural Network Augmented with Multiple Localizations Based Spatial Attention Mechanisms for Covid-19 Detection. CVIP (2) Susmita Ghosh, Abhiroop Chatterjee
2023	J	`jnl`	T-Fusion Net: A Novel Deep Neural Network Augmented with Multiple Localizations based Spatial Attention Mechanisms for Covid-19 Detection. CoRR Susmita Ghosh, Abhiroop Chatterjee
2023	J	`jnl`	Transfer-Ensemble Learning based Deep Convolutional Neural Networks for Diabetic Retinopathy Classification. CoRR Susmita Ghosh, Abhiroop Chatterjee
2022	C	`conf`	An Unsupervised Band Selection Method for Hyperspectral Images Using Mutual Information Based Dependence Index. IGARSS Namita Jain, Susmita Ghosh
2022	J	`jnl`	Autoencoder based Hybrid Multi-Task Predictor Network for Daily Open-High-Low-Close Prices Prediction of Indian Stocks. CoRR Debasrita Chakraborty, Susmita Ghosh, Ashish Ghosh
2022	—	`conf`	Change Detection in Hyperspectral Images Using Deep Feature Extraction and Active Learning. ICONIP (7) Debasrita Chakraborty, Susmita Ghosh, Ashish Ghosh, Emmett J. Ientilucci
2022	J	`jnl`	Mutual Information and Ensemble Based Feature Recommender for Renal Cancer Stage Classification. CoRR Abhishek Dey, Debayan Goswami, Rahul Roy, Susmita Ghosh, Yu Shrike Zhang, Jonathan H. Chan
2022	—	`conf`	Segmentation of Smoke Plumes Using Fast Local Laplacian Filtering. CVIP (2) Vedant Anand Koranne, Emmett J. Ientilucci, Abhishek Dey, Aloke Datta, Susmita Ghosh
2021	J	`jnl`	A Deep Learning Framework Integrating the Spectral and Spatial Features for Image-Assisted Medical Diagnostics. IEEE Access Susmita Ghosh, Swagatam Das, Rammohan Mallipeddi
2021	J	`jnl`	Combination of Transfer Learning, Recursive Learning and Ensemble Learning for Multi-Day Ahead COVID-19 Cases Prediction in India using Gated Recurrent Unit Networks. CoRR Debasrita Chakraborty, Debayan Goswami, Susmita Ghosh, Ashish Ghosh, Jonathan H. Chan
2021	—	`conf`	Learning from Others: A Data Driven Transfer Learning based Daily New COVID-19 Case Prediction in India using an Ensemble of LSTM-RNNs. IAIT Debasrita Chakraborty, Debayan Goswami, Ashish Ghosh, Jonathan H. Chan, Susmita Ghosh
2021	—	`conf`	Speckle De-noising with Local Oriented Structure for Edge Preservation in Ultrasound Images. PReMI Rahul Roy, Susmita Ghosh
2020	C	`conf`	Band Elimination for Dimensionality Reduction of Hyperspectral Images using Mutual Information. IGARSS Abhishek Dey, Susmita Ghosh, Ashish Ghosh
2020	J	`jnl`	Clinical ultrasound image standardization using histogram specification. Comput. Biol. Medicine Rahul Roy, Susmita Ghosh, Ashish Ghosh
2018	—	`conf`	Multi-decadal mass budget and area change of some eastern Himalayan glaciers (Nepal-Sikkim) using remote sensing techniques. RAIT Atanu Bhattacharya, Susmita Ghosh, Kriti Mukherjee
2018	J	`jnl`	Proprties of biclustering algorithms and a novel biclustering technique based on relative density. CoRR Namita Jain, Susmita Ghosh, Ashish Ghosh, C. A. Murthy
2018	—	`conf`	Salient Object Detection based on Bayesian Surprise of Restricted Boltzmann Machine. ICVGIP Rahul Roy, Susmita Ghosh, Ashish Ghosh
2018	J	`jnl`	Scaled and oriented object tracking using ensemble of multilayer perceptrons. Appl. Soft Comput. Ajoy Mondal, Ashish Ghosh, Susmita Ghosh
2018	J	`jnl`	Speckle de-noising of clinical ultrasound images based on fuzzy spel conformity in its adjacency. Appl. Soft Comput. Rahul Roy, Susmita Ghosh, Ashish Ghosh
2017	—	`conf`	Despeckling with Structure Preservation in Clinical Ultrasound Images Using Historical Edge Information Weighted Regularizer. MIKE Rahul Roy, Susmita Ghosh, Sung-Bae Cho, Ashish Ghosh
2017	—	`conf`	Graph compaction in analyzing large scale online social networks. ICC Sima Das, Jennifer L. Leopold, Susmita Ghosh, Sajal K. Das
2017	J	`jnl`	Moving object detection using spatio-temporal multilayer compound Markov Random Field and histogram thresholding based change detection. Multim. Tools Appl. Badri Narayan Subudhi, Susmita Ghosh, Pradipta Kumar Nanda, Ashish Ghosh
2017	—	`conf`	On Far End Saliency Detection of Images by Compressive Sensing. CICBA (1) Susmita Ghosh, Ankita Pramanik, Santi P. Maity
2017	J	`jnl`	Partially Camouflaged Object Tracking using Modified Probabilistic Neural Network and Fuzzy Energy based Active Contour. Int. J. Comput. Vis. Ajoy Mondal, Susmita Ghosh, Ashish Ghosh
2017	—	`conf`	Partitioned-Based Clustering Approaches for Single Document Extractive Text Summarization. MIKE Prannoy Subba, Susmita Ghosh, Rahul Roy
2017	J	`jnl`	Supervised Feature Extraction of Hyperspectral Images Using Partitioned Maximum Margin Criterion. IEEE Geosci. Remote. Sens. Lett. Aloke Datta, Susmita Ghosh, Ashish Ghosh
2016	J	`jnl`	Efficient silhouette-based contour tracking using local information. Soft Comput. Ajoy Mondal, Susmita Ghosh, Ashish Ghosh
2016	B	`conf`	Graph Partitioning in Parallelization of Large Scale Networks. LCN Sima Das, Jennifer L. Leopold, Susmita Ghosh, Sajal K. Das
2016	B	`conf`	Inferring Future Links in Large Scale Networks. LCN Sima Das, Sajal K. Das, Susmita Ghosh
2016	J	`jnl`	Integration of fuzzy Markov random field and local information for separation of moving objects and shadows. Inf. Sci. Badri Narayan Subudhi, Susmita Ghosh, Sung-Bae Cho, Ashish Ghosh
2016	—	`conf`	Leveraging contact pattern to predict future contact pattern in mobile networks. HOTPOST@MobiHoc Sima Das, Sajal K. Das, Susmita Ghosh
2016	—	`conf`	Prototypes based discriminative appearance model for object tracking. ICVGIP Ajoy Mondal, Ashish Ghosh, Susmita Ghosh
2016	J	`jnl`	Robust global and local fuzzy energy based active contour for image segmentation. Appl. Soft Comput. Ajoy Mondal, Susmita Ghosh, Ashish Ghosh
2016	B	`conf`	Robust image segmentation using global and local fuzzy energy based active contour. FUZZ-IEEE Ajoy Mondal, K. Ramachandra Murthy, Ashish Ghosh, Susmita Ghosh
2016	J	`jnl`	Statistical feature bag based background subtraction for local change detection. Inf. Sci. Badri Narayan Subudhi, Susmita Ghosh, Simon C. K. Shiu, Ashish Ghosh
2015	J	`jnl`	Application of Gibbs-Markov random field and Hopfield-type neural networks for detecting moving objects from video sequences captured by static camera. Soft Comput. Badri Narayan Subudhi, Susmita Ghosh, Ashish Ghosh
2015	J	`jnl`	Combination of Clustering and Ranking Techniques for Unsupervised Band Selection of Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Aloke Datta, Susmita Ghosh, Ashish Ghosh
2015	J	`jnl`	Land-Cover Classification of Remotely Sensed Images Using Compressive Sensing Having Severe Scarcity of Labeled Patterns. IEEE Geosci. Remote. Sens. Lett. Moumita Roy, Farid Melgani, Ashish Ghosh, Enrico Blanzieri, Susmita Ghosh
2014	J	`jnl`	A Neural Approach Under Active Learning Mode for Change Detection in Remotely Sensed Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Moumita Roy, Susmita Ghosh, Ashish Ghosh
2014	J	`jnl`	A novel approach for change detection of remotely sensed images using semi-supervised multiple classifier system. Inf. Sci. Moumita Roy, Susmita Ghosh, Ashish Ghosh
2014	J	`jnl`	Ensemble of Multilayer Perceptrons for Change Detection in Remotely Sensed Images. IEEE Geosci. Remote. Sens. Lett. Moumita Roy, Dipen Routaray, Susmita Ghosh, Ashish Ghosh
2014	J	`jnl`	Erratum to "Moving object detection using Markov Random Field and Distributed Differential Evolution" [Appl. Soft Comput. 15(2014) 121-136]. Appl. Soft Comput. Ashish Ghosh, Ajoy Mondal, Susmita Ghosh
2014	J	`jnl`	Moving object detection using Markov Random Field and Distributed Differential Evolution. Appl. Soft Comput. Ashish Ghosh, Ajoy Mondal, Susmita Ghosh
2014	J	`jnl`	Semi-supervised change detection using modified self-organizing feature map neural network. Appl. Soft Comput. Susmita Ghosh, Moumita Roy, Ashish Ghosh
2014	—	`conf`	Technological uncertainty: Exploring factors in indian start-ups. GHTC Susmita Ghosh, Bhaskar Bhowmick
2013	J	`jnl`	Aggregation pheromone metaphor for semi-supervised classification. Pattern Recognit. Anindya Halder, Susmita Ghosh, Ashish Ghosh
2013	—	`conf`	Band elimination of hyperspectral imagery using correlation of partitioned band images. ICACCI Aloke Datta, Susmita Ghosh, Ashish Ghosh
2013	J	`jnl`	Change detection for moving object segmentation with robust background construction under Wronskian framework. Mach. Vis. Appl. Badri Narayan Subudhi, Susmita Ghosh, Ashish Ghosh
2013	J	`jnl`	Change detection in remotely sensed images using semi-supervised clustering algorithms. Int. J. Knowl. Eng. Soft Data Paradigms Moumita Roy, Susmita Ghosh, Ashish Ghosh
2013	—	`conf`	Efficient silhouette based contour tracking. ICACCI Ajoy Mondal, Susmita Ghosh, Ashish Ghosh
2013	—	`conf`	Moving object detection using Gaussian background model and Wronskian framework. ICACCI Badri Narayan Subudhi, Susmita Ghosh, Ashish Ghosh
2013	J	`jnl`	Oscillation in Pest Population and Its Management: A Mathematical Study. Int. J. Math. Math. Sci. Samit Bhattacharyya, Susmita Ghosh
2013	J	`jnl`	Self-adaptive differential evolution for feature selection in hyperspectral image data. Appl. Soft Comput. Ashish Ghosh, Aloke Datta, Susmita Ghosh
2013	—	`conf`	Semi-supervised Self-organizing Feature Map for Gene Expression Data Classification. PReMI Moumita Roy, Anwesha Law, Susmita Ghosh
2013	B	`conf`	Spatial constraint Hopfield-type neural networks for detecting changes in remotely sensed multitemporal images. ICIP Badri Narayan Subudhi, Susmita Ghosh, Ashish Ghosh
2012	—	`conf`	A semi-supervised change detection for remotely sensed images using ensemble classifier. IHCI Moumita Roy, Susmita Ghosh, Ashish Ghosh
2012	J	`jnl`	Fuzzy clustering algorithms incorporating local information for change detection in remotely sensed images. Appl. Soft Comput. Niladri Shekhar Mishra, Susmita Ghosh, Ashish Ghosh
2012	J	`jnl`	Object Detection From Videos Captured by Moving Camera by Fuzzy Edge Incorporated Markov Random Field and Local Histogram Matching. IEEE Trans. Circuits Syst. Video Technol. Ashish Ghosh, Badri Narayan Subudhi, Susmita Ghosh
2012	C	`conf`	Object and shadow separation using fuzzy Markov Random Field and local gray level co-occurence matrix based textural features. ISDA Badri Narayan Subudhi, Susmita Ghosh, Ashish Ghosh
2012	—	`conf`	Semi-supervised Fuzzy Clustering Algorithms for Change Detection in Remote Sensing Images. PerMIn Niladri Shekhar Mishra, Susmita Ghosh, Ashish Ghosh
2012	—	`conf`	Semi-supervised Hopfield-Type Neural Network for change detection in remotely sensed images. RAIT Moumita Roy, Suvadeep Das, Susmita Ghosh, Ashish Ghosh
2011	J	`jnl`	Fuzzy clustering algorithms for unsupervised change detection in remote sensing images. Inf. Sci. Ashish Ghosh, Niladri Shekhar Mishra, Susmita Ghosh
2011	—	`book`	Integration of Swarm Intelligence and Artificial Neural Network Integration of Swarm Intelligence and Artificial Neural Network Satchidananda Dehuri, Susmita Ghosh, Sung-Bae Cho
2011	—	`conf`	Modified Self-Organizing Feature Map Neural Network with Semi-supervision for Change Detection in Remotely Sensed Images. PReMI Susmita Ghosh, Moumita Roy
2011	—	`conf`	Neuro-Genetic Approach for Detecting Changes in Multitemporal Remotely Sensed Images. PReMI Aditi Mandal, Susmita Ghosh, Ashish Ghosh
2011	J	`jnl`	Supervised and unsupervised landuse map generation from remotely sensed images using ant based systems. Appl. Soft Comput. Anindya Halder, Ashish Ghosh, Susmita Ghosh
2011	—	`ch.`	Swarm Intelligence and Neural Networks. Integration of Swarm Intelligence and Artificial Neural Network Satchidananda Dehuri, Sung-Bae Cho, Susmita Ghosh
2010	—	`conf`	Ant Based Semi-supervised Classification. ANTS Conference Anindya Halder, Susmita Ghosh, Ashish Ghosh
2010	J	`jnl`	Optimal Control of Vertically Transmitted Disease: An Integrated Approach. Comput. Math. Methods Medicine Samit Bhattacharyya, Susmita Ghosh
2009	J	`jnl`	Aggregation Pheromone Density Based Pattern Classification. Fundam. Informaticae Anindya Halder, Ashish Ghosh, Susmita Ghosh
2009	J	`jnl`	An unsupervised context-sensitive change detection technique based on modified self-organizing feature map neural network. Int. J. Approx. Reason. Susmita Ghosh, Swarnajyoti Patra, Ashish Ghosh
2009	—	`conf`	Ant based Supervised and Unsupervised Land Use Map Generation from Remotely Sensed Images. NaBIC Anindya Halder, Susmita Ghosh, Ashish Ghosh
2009	—	`conf`	Unsupervised Change Detection of Remotely Sensed Images Using Fuzzy Clustering. ICAPR Susmita Ghosh, Niladri Shekhar Mishra, Ashish Ghosh
2009	J	`jnl`	Use of aggregation pheromone density for image segmentation. Pattern Recognit. Lett. Susmita Ghosh, Megha Kothari, Anindya Halder, Ashish Ghosh
2008	—	`ch.`	A Neural Approach to Unsupervised Change Detection of Remote-Sensing Images. Speech, Audio, Image and Biomedical Signal Processing using Neural Networks Susmita Ghosh, Swarnajyoti Patra, Ashish Ghosh
2008	—	`conf`	Aggregation Pheromone Density Based Classification. ICIT Anindya Halder, Susmita Ghosh, Ashish Ghosh
2008	J	`jnl`	Aggregation pheromone density based data clustering. Inf. Sci. Ashish Ghosh, Anindya Halder, Megha Kothari, Susmita Ghosh
2008	J	`jnl`	Change Detection of Remote Sensing Images with Semi-supervised Multilayer Perceptron. Fundam. Informaticae Swarnajyoti Patra, Susmita Ghosh, Ashish Ghosh
2008	—	`ch.`	Genetic Algorithm for Optimization of Multiple Objectives in Knowledge Discovery from Large Databases. Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases Satchidananda Dehuri, Susmita Ghosh, Ashish Ghosh
2008	—	`book`	Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases Ashish Ghosh, Satchidananda Dehuri, Susmita Ghosh
2007	J	`jnl`	A Context-Sensitive Technique for Unsupervised Change Detection Based on Hopfield-Type Neural Networks. IEEE Trans. Geosci. Remote. Sens. Susmita Ghosh, Lorenzo Bruzzone, Swarnajyoti Patra, Francesca Bovolo, Ashish Ghosh
2007	—	`conf`	Semi-supervised Learning with Multilayer Perceptron for Detecting Changes of Remote Sensing Images. PReMI Swarnajyoti Patra, Susmita Ghosh, Ashish Ghosh
2007	—	`conf`	Unsupervised Change Detection in Remote-Sensing Images Using Modified Self-Organizing Feature Map Neural Network. ICCTA Swarnajyoti Patra, Susmita Ghosh, Ashish Ghosh
2006	—	`conf`	Aggregation Pheromone Density Based Clustering. ICIT Megha Kothari, Susmita Ghosh, Ashish Ghosh
2006	—	`conf`	Aggregation Pheromone Density Based Image Segmentation. ICVGIP Susmita Ghosh, Megha Kothari, Ashish Ghosh
2006	—	`conf`	Unsupervised Change Detection in Remote-Sensing Images using One-dimensional Self-Organizing Feature Map Neural Network. ICIT Swarnajyoti Patra, Susmita Ghosh, Ashish Ghosh
2005	J	`jnl`	An architecture for next-generation radio access networks. IEEE Netw. Susmita Ghosh, Kalyan Basu, Sajal K. Das
2003	J	`jnl`	Incorporating Ancestors' Influence in Genetic Algorithms. Appl. Intell. Susmita Ghosh, Ashish Ghosh, Sankar K. Pal
2002	—	`conf`	A GA-FUZZY Approach to Evolve Hopfield Type Optimum Networks for Object Extraction. AFSS Susmita Ghosh, Ashish Ghosh
2001	J	`jnl`	Some classification algorithms integrating Dempster-Shafer theory of evidence with the rank nearest neighbor rules. IEEE Trans. Syst. Man Cybern. Part A Nikhil R. Pal, Susmita Ghosh