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 | 10. A. Chatterjee, S. Ghosh and A. Ghosh, : A Method and System of Image Classification Using a Deep Neural Network Embedded with Multi-scale Spatial Attention Mechanism , Provisional USA patent application no. 19026839, 2025 [Filed].
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| 9. A. Chatterjee, S. Ghosh and A. Ghosh, : Enhanced Human Activity Recognition using CNN and Bi-LSTM , Indian Patent Office, IPO: 202531028287 (Ref. FFA/49/KOL/2025), 2025 [Filed].
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| 8. T. Mukherjee, A. Das, J. Chattopadhyay, A. Ghosh, and D. Ray : AI-Based Deterrent System for Human-Animal Conflict Mitigation , Provisional INDIA patent application no. 202531017880, 2025 [Filed].
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| 7. M. Panda, B. N Subudhi, V.Jakhetiya, T. Veerakumar, S. Esakkirajan, and A. Ghosh, : System And Method For Thermal Video Surveillance Based On Pyramidal Pooling Architecture, Provisional USA patent application no. 19/026, 922, 2025 [Filed].
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| 6. R. Roy, S. Ghosh and A. Ghosh, : Optimized Class Specific Embedding Generator and Multi-Branch Decoder Deep Network for Cardiac Structure Segmentation , Provisional USA patent application no. 19026884, 2025 [Filed].
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| 5. A. Chatterjee, S. Ghosh and A. Ghosh, : Deep Channel Attention Mechanism for Diabetic Retinopathy Detection , Provisional USA patent application no. 19031511, 2025 [Filed].
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| 4. D. Chakraborty, S. Ghosh and A. Ghosh, : Unsupervised Change Detection in Hyperspectral Images using Feature Fusion Convolutional Autoencoder , Provisional USA patent application no. 19026824, 2025 [Filed].
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| 3. Meghna, B. N. Subudhi, V. Jakhetiya, A. Bansal, T. Veerakumar, and A. Ghosh, : Image Enhancement and Object Detection System For Degraded Underwater Images using Zero-Reference Deep Curve Estimation and G-UNET, Provisional USA patent applicatio no. 18230642, 2025 [Filed].
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| 2. M. Panda, B. N Subudhi, V.Jakhetiya, T. Veerakumar, S. Esakkirajan, and A. Ghosh, : Method for Thermal Video Surveillance based on Feature Pooling Module , Provisional USA patent application no. 18/411, 060, 2024 [Filed].
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| 1. A. Ghosh, H. Singh, S. Suman, Badri N Subudhi, Vinit Jakhetiya, T. Veerakumar: Action Detection System for Dark Videos using Spatio-Temporal Features and Bidirectional Encoder Representations from Transformers, Provisional USA patent applicatio no. 18122269, 2023 [Filed].
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