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Multimedia Tools and Applications, Volume 85
Volume 85, Number 1, January 2026
- Amala Mary Vincent, Parthasarathy K. S. S., A. A. Bini, P. Jidesh:

A comprehensive analysis of hyperparameter optimization for land use, land cover classification. 1 - Vaishnavi Raghavajosyula, Digambar Pawar

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Hybrid deep learning architecture for comprehensive deepfake video facial forgery detection and segmentation. 2 - Elisabeth Tchaptchet, Elie Fute Tagne, Alain B. Djimeli-Tsajio, Jaime C. Acosta, Danda B. Rawat, Charles A. Kamhoua:

Deepfake detection using a distinctive eye signature and the entropy heat map of the image texture. 3 - Natarajan Sriraam

, Mohammed Sinad, Suresh Seshadri, Sudarshan Suresh:
Performance evaluation of deep learning models for fetal contour segmentation. 4 - Md. Iqbal Hossain, Afia Sajeeda, Neeresh Kumar Perla, Ming Shao:

Robust defense strategies for multimodal contrastive learning: efficient fine-tuning against backdoor attacks. 5 - Suvarna Ganesh Patil, Amita Sanjiv Mirge, Atul B. Kathole

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Hybrid convolutional model for size and maturity-based ripening detection. 6 - Firat Artuger

, Fatih Özkaynak
:
A new key generator algorithm based on sine map and SHA-3 for image encryption. 7 - Tuan Duc Nguyen

, Thanh Tinh Dao:
A novel RDH scheme utilizes multi-pair value shifting for AMBTC-compressed images. 8 - Hasan Kutlu

, Felix Brucker, Ben Kallendrusch, Pedro Santos, Arjan Kuijper:
Optimizing autonomous multi-view stereo scans using AI based image masking within cultural heritage digitization. 9 - Ajeet Kumar Gupta, Maheshwari Prasad Singh

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Self and cross-modal attention based features fusion for fake news detection. 10 - Tuan-Khoi Tran, Soo-Hyung Kim, Hyung-Jeong Yang, Seung-Won Kim, Ji-Eun Shin:

Leveraging deep visual geometry group network for facial emotion recognition through RGB and thermal image fusion. 11 - Ivan Fenyom, Adeyinka Adedigba, Daison Darlan, Oladayo S. Ajani, Rammohan Mallipeddi

, Hwang Jae Joon:
Lightweight webcam-based eye tracking system for large display screens. 12 - Chattu Bhargavi, Vikash Kumar Singh

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Influence before hiring: a two-tiered incentive compatible mechanism for IoT-based crowdsourcing in strategic setting. 13 - Syed Abdul Rahman Syed Abu Bakar, Saima Waseem

, Zaid Omar, Bilalashfaqahmed:
Exploring the Advancements and Challenges of Deepfake Face-swap: A Survey. 14 - Alyaa Haleem

, Saoussen Ben Jabra, Aref Meddeb:
Survey on IoT security using biometrics and blockchain technology. 15 - Mohamed M'Haouach

, Mouad Choukhairi, Hamza Alami, Houda Bouraqqadi, Khalid Fardousse, Ismail Berrada:
Towards smarter hiring solutions: artificial intelligence-driven resume classification with advanced embedding techniques. 16 - Yidan Zhang, Naoto Naka, Shin'ichi Satoh:

Settle for the next best option: improving similarity identification of CLIP for impossible text-image retrieval. 17 - B. M. Mala, Smita Sandeep Darandale:

Inertia weight-path finder algorithm based feature selection for infant cry classification using crying signals. 18 - Alessandro Di Stefano, Massimiliano Fadda, Cinzia Marini, Faisal Ramzan, Diego Reforgiato Recupero

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Efficient translation of HTML to JSON for enhanced web content production. 19 - Ramadhani R. Iddy, Gaobo Yang, Dewang Wang, Xiangling Ding, Senzota K. Semakuwa:

Secure HEVC video steganography using IPMs spatial distribution and transfer probability. 20 - Pritisha Sarkar, Duranta Durbaar Vishal Saha, Mousumi Saha:

Can deep learning trigger alerts from mobile-captured images? 21 - Santhi Krishna M. S., Harikrishnan D, Shiyas C. R.:

PyramidCAE-Fusion: a supervised multi focus image fusion technique using laplacian pyramids and convolutional autoencoders. 22 - Jorge Adrián Martínez López, Héctor De La Torre Gutiérrez

, Francisco Javier Hernández-López:
Detection of urban antispaces using deep learning in northern border cities of Mexico. 23 - Bhumika Karsh

, Rabul Hussain Laskar, Ram Kumar Karsh, Manas Kamal Bhuyan:
EffiSign network: a comprehensive approach for sign language recognition. 24 - Junaid Tariq

, Imran Javed, Hameedur Rahman, Ashfaq Hussain Farooqi, Kamran Saeed, Amir Ijaz:
Golden Eagle Optimization for accelerating intra-mode estimation in HEVC. 25 - Yuan Gao, Feng Hou, Huia Jahnke:

Pre-ordering representations improve low-resource neural machine translation and application in the Māori language. 26 - Marxim Rahula Bharathi B

, Rajarajan Sundaramurthi, Akhilesh Kumar Singh, Raja Chandra Sekar M:
A case study on unveiling clear communication: EMD speech enhancement in face masked conditions with objective quality evaluation. 27 - Driss Lamrani, Mohamed Amine Mahjoubi, Shawki Saleh

, Wassima Moutaouakil
, Soufiane Hamida
, Bouchaib Cherradi
, Lhoussain Bahatti
:
Enhanced multiclass brain tumor segmentation using MRI images and explainable AI techniques. 28 - Anshu Singh, Maheshwari Prasad Singh

, Amit Kumar Singh:
RobustAttenNet: a robust attention-based deep learning model for medical imaging analysis. 29 - Iván Martín-Fernández, Sergio Esteban Romero, Manuel Gil-Martín

, Fernando Fernández Martínez
:
A comprehensive study on contrastive pre-training and fine tuning of vision and text transformers for video memorability prediction. 30 - Zill Darji, Grant D. Searchfield, Burkhard C. Wünsche, Amit Barde, Philip J. Sanders

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Enhancing tinnitus management through a virtual reality multimedia application. 31 - Sameer Bhimrao Patil, Suresh Shirgave, Snehal Sameer Patil:

Instructor emotion recognition from facial expressions in video lectures: current state, challenges, and future directions. 32 - Banee Bandana Das

, Dinesh Sai Sandeep Desu, Rohith Kumar Jupalle, Saswat Kumar Ram
:
On-shelf availability (OSA) detection using machine learning approach. 33 - Hao Chen, Qi Han, Qiong Li, Xiaojun Tong, Xin Bao:

A novel video region tampering detection method based on deep neural network. 34 - J. Jackson, R. Perumal

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An image encryption protocol using tropical semiring for internet of medical things. 35 - Ludovica Schaerf

, Pepe Ballesteros Zapata, Valentine Bernasconi, Iacopo Neri, Dario Negueruela del Castillo:
AI art curation: re-imagining the city of Helsinki in occasion of its Biennial. 36 - Jared David Tadeo Guerrero-Sosa

, Andres Montoro-Montarroso, Francisco P. Romero, Jesús Serrano-Guerrero, José A. Olivas:
A new hybrid intelligent approach for multimodal detection of suspected disinformation on TikTok. 37 - Suleyman Akturk, Fatma Betul Derdiyok, Kasim Serbest

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Markerless joint angle estimation using MediaPipe with a rapid setup for joint moment calculation. 38 - Amira Benaidja

, Farek Lazhar:
A randomized block-based SVD image watermarking technique for IoT applications. 39 - Mohamed Amine Ibrahimi, Khalid Abbad

, Rachid Ben Abbou
:
A novel multimodal deep learning architecture integrating a multi-scale gated residual block and soft attention for skin lesion classification. 40 - Zair Bouzidi

, Abdelmalek Boudries:
Avoiding, detecting & fighting false content via educational awareness, in sustainability. 41 - Apichai Huaysrijan, Sunee Pongpinigpinyo:

Enhancing automatic music transcription of Thai xylophone music performed with hard mallets: a deep learning approach and comparative analysis. 42
Volume 85, Number 2, February 2026
- Wissam H. Alawee, Luttfi A. Al-Haddad

, Ali Basem:
Enhancing a task recognition model for real-time control of artificial limbs using data-driven boosting-based stacking on the MILimbEEG dataset. 43 - K. Meera, Selvaganesan Narayanasamy

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Fractional order chaotic systems for encrypting/decrypting satellite images in secure communication. 44 - Vivek Patkar, Ninad Mehendale

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Development of an autonomous vehicle system for detecting road irregularities using LiDAR and depth cameras: A case study on potholes, speed breakers, and dynamic dust. 45 - Megha Raina, Umar Bashir, Vibhakar Mansotra:

Deep learning models for herbal plant leaf classification: a comparative analysis. 46 - Jiyoon Lee, Joonghoon Kim, Pilsung Kang

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CEREAL: personality-driven LLM-based conversational recommendation dataset with contextually-enriched and realistic user interactions. 47 - Poonam Rani Verma, Ashish Kumar Bhandari

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Concat U-net for multispectral satellite image enhancement with saliency preservation and skip connections. 48 - Hei-Chia Wang

, Army Justitia
, Shan-Wei Hsu:
PQF-Game: A Restricted-Domain QAS in video games community by leveraging keywords filtering and enhancing the Pointer-Generator model. 49 - Thanyakorn Hovongratana, Budsadee Sareerasart, Therarat Srisaswatakul, Wanlipa Chamchum, Thitirat Siriborvornratanakul

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Advancing cat facial emotion interpretation: evaluating supervised and semi-supervised models using facial landmark and image data. 50 - Tasmiah Haque, Md. Asif Bin Syed, Byungheon Jeong, Xue Bai, Sumit Mohan, Somdyuti Paul, Imtiaz Ahmed, Srinjoy Das

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Towards efficient real-time video motion transfer via generative time series modeling. 51 - Marion Cossin

, Alexandre Laforest:
Evaluating MediaPipe, YOLOv8, and VitPose for dynamic circus motion analysis. 52 - Kunal Ghosh, Saiyed Umer

, Ranjeet Kumar Rout, Gianluca Fimiani:
AI-based mental health prediction and analysis system for ICT-integrated education technology: an empirical study. 53 - Rashad Ali, Muhammad Kamran Jamil

, Munazza Habib:
A novel S-box design over prime field and its applications in image encryption. 54 - Anuradha Shivajirao Varal

, Shabnam Farook Sayyad:
Enhancing agricultural sorting systems through image-based classification and machine learning. 55 - A. V. Kalpana, Upendra Kumar, Shylaja. P., Sakkeena KK, F. Sangeetha Francelin Vinnarasi:

Detection and multi-class classification of freshwater fish species using space-to-depth convolution and YOLOv11. 56 - Yi-Hua Chiu, Keng-Hao Chang, I-Chen Lin

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Exemplar-based image colorization with awareness of object co-saliency. 57 - Nasir Mehmood

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A zero-watermarking scheme for digital images using histogram based features of circular sub-images. 58 - Jyoti Jangade, Kanojia Sindhuben Babulal

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YogLiMLP: Hybrid LGBM-MLP based classification model for yoga poses. 59 - Bachchu Paul

, Santanu Phadikar, Utpal Nandi:
Noise-augmented transformer-based automatic speech recognizer using a novel noise distillation system. 60 - Deepak N. A.

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Vision based approach - radial basis kernels and deep-networks to recover person identity from independent camera views. 61 - Hailemariam Abebe Endalamaw, Chuan-Kai Yang

, Cheng-Hung Hsu:
A real-time bird sound recognition app via deep learning techniques. 62 - Seongmin Lee, Young-Seok Choi

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Multimodal emotion recognition with high-level feature fusion of audio and text via cross-attention. 63

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