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Volume 16 , Issue 3 - February 2026

February 2026	Volume 16	Issue 3	ISSN 0976-9102

	Table of Contents
22856	ENHANCING DEGRADED HANDWRITTEN DOCUMENT RECOGNITION USING RESNET BASED CRNN MODEL WITH OPTIMIZED IMAGE ENHANCEMENT M. Antony Sheela, J. Jencewin, S.L. Rinu St. Xavier’s Catholic College of Engineering, India Abstract \| Full Text \| DOI : 10.21917/ijivp.2026.0543 Page(s): 3857 - 3862
22855	METHOD OF MODIFIED POSE-INVARIANT FACE FRONTALIZATION USING CONDITIONAL GENERATIVE ADVERSARIAL NETWORKS WITH L1–L2 LOSS REGULARIZATION Aarfa Zafar¹, Tanweer Jamal Ansari², Md Kashif³, Saiyed Umer⁴, Partha Pratim Mohanta⁵ Aliah University, India^1,2,3,4, Indian Statistical Institute, India⁵ Abstract \| Full Text \| DOI : 10.21917/ijivp.2026.0542 Page(s): 3848 - 3856
22854	ONION IMAGE CLASSIFICATION USING CNN MODELS J. Anusha Jajur , U. Kumar Siddamallappa Davangere University, India Abstract \| Full Text \| DOI : 10.21917/ijivp.2026.0541 Page(s): 3839 - 3847
22853	EFFICIENT PAVEMENT CRACK DETECTION FOR REAL-TIME ROAD MAINTENANCE USING DEEP LEARNING MODELS G. Prema, S. Arivazhagan, R. Shriram, R. Sri Venkadesh Mepco Schlenk Engineering College, India Abstract \| Full Text \| DOI : 10.21917/ijivp.2026.0540 Page(s): 3830 - 3838
22852	ACTIVE DEEP ENSEMBLE LEARNING FRAMEWORK FOR AUTOMATED SURGICAL VIDEO SEGMENTATION AND EFFICIENT ANNOTATION IN MINIMALLY INVASIVE PROCEDURES Mariam Safar Mohammed Alshahrani¹, M.K. Jayanthi Kannan² Digital Government Authority of KSA, Kingdom of Saudi Arabia¹, VIT Bhopal University, India² Abstract \| Full Text \| DOI : 10.21917/ijivp.2026.0539 Page(s): 3821 - 3829
22849	HYBRID METAHEURISTIC OPTIMIZATION FRAMEWORK FOR COMPRESSIVE BACKPROPAGATION BASED NEURAL IMAGE REPRESENTATION LEARNING AND RECONSTRUCTION Suresh Kumar Sharma, Parul Dhull Sri Karan Narendra Agriculture University, India Abstract \| Full Text \| DOI : 10.21917/ijivp.2026.0538 Page(s): 3811 - 3820
22848	A MULTIMODAL FUSION TRANSFORMER FRAMEWORK FOR ROBUST AUDIO-VISUAL TEXTUAL SENTIMENT ANALYSIS IN SOCIAL MEDIA CONTENT K.S. Suresh¹, S. Vamshi Krushna² Rajeswari Vedachalam Government Arts College, India¹, Vignana Bharathi Institute of Technology, India² Abstract \| Full Text \| DOI : 10.21917/ijivp.2026.0537 Page(s): 3801 - 3810
22847	CONTENT-AWARE NEURAL VIDEO COMPRESSION WITH SPATIALLY ADAPTIVE RATE–DISTORTION OPTIMIZATION FOR EFFICIENT HIGH-QUALITY VIDEO TRANSMISSION K. Karunambiga¹, M. Ganesha² Karpagam Institute of Technology, India¹, Sapthagiri NPS University, India² Abstract \| Full Text \| DOI : 10.21917/ijivp.2026.0536 Page(s): 3790 - 3800
22846	RECURRENT TRANSFORMER BASED FRAMEWORK FOR VIDEO DENOISING AND SUPER RESOLUTION USING OPTICAL FLOW AND TEMPORAL ATTENTION Pitty Nagarjuna¹, B.K. Harsha² Indian Institute of Science, Bengaluru, India¹, REVA University, India² Abstract \| Full Text \| DOI : 10.21917/ijivp.2026.0535 Page(s): 3779 - 3789