A Literature Survey of various Fingerprint De-noising Techniques to justify the need of a new De-noising model based upon Pixel Component Analysis. - Siddharth Choubey; Deepika Banchhor (CoRR, 2015)

Design of an Integrated Model for Gait Identification Using DDPG, Sparse Group Lasso, and Stacked Generalization. - Giridhar Urkude; Ashish Kumar Misal; Abha Choubey; Siddharth Choubey (Neural Process. Lett., 2025)