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Viewing Publication 1 - 100 from 2547

2024

Augmented Efficiency: Reducing Memory Footprint and Accelerating Inference for 3D Semantic Segmentation Through Hybrid VisionAditya Krishnan 0003, Jayneel Vora, Prasant Mohapatra. mmsp 2024: 1-6 [doi]

Efficient Microscopic Image Instance Segmentation for Food Crystal Quality ControlXiaoyu Ji 0004, Jan P. Allebach, Ali Shakouri, Fengqing Zhu 0001. mmsp 2024: 1-6 [doi]

Minimizing Human Labor for In-the-Wild Camera Trap Processing PipelineHaoyu Chen 0006, Amy R. Reibman. mmsp 2024: 1-6 [doi]

26th IEEE International Workshop on Multimedia Signal Processing, MMSP 2024, West Lafayette, IN, USA, October 2-4, 2024IEEE, 2024. [doi]

JPEG AI Compressed Domain Face DetectionAyman Alkhateeb, Alessandro Gnutti, Fabrizio Guerrini, Riccardo Leonardi, João Ascenso, Fernando Pereira 0001. mmsp 2024: 1-6 [doi]

Personalized Federated Learning for Cross-View Geo-LocalizationChristos Anagnostopoulos, Alexandros Gkillas, Nikos Piperigkos, Aris S. Lalos. mmsp 2024: 1-6 [doi]

Efficient Image Compression Using Advanced State Space ModelsBouzid Arezki, Anissa Mokraoui, Fangchen Feng. mmsp 2024: 1-6 [doi]

A Sharpness Based Loss Function for Removing Out-of-Focus BlurUditangshu Aurangabadkar, Darren Ramsook, Anil C. Kokaram. mmsp 2024: 1-6 [doi]

Anomaly Detection in Satellite Videos Using Diffusion ModelsAkash Awasthi, Son T. Ly, Jaer Nizam, Videet Mehta, Safwan Ahmad, Ramakrishna Nemani, Saurabh Prasad, Hien Van Nguyen. mmsp 2024: 1-6 [doi]

Efficient Video Encoder Autotuning via Offline Bayesian Optimization and Supervised LearningRoberto Azevedo, Yuanyi Xue, Xuewei Meng, Wenhao Zhang, Scott Labrozzi, Christopher Schroers. mmsp 2024: 1-6 [doi]

Perception-Driven Point Cloud Quality Assessment Through Projections and Deep Structure SimilarityArthur H. S. Carvalho, Pedro Garcia Freitas, Mateus Gonçalves, Johann Homonnai, Mylène C. Q. Farias. mmsp 2024: 1-6 [doi]

On the Rate-Distortion-Complexity Trade-Offs of Neural Video CodingYi-Hsin Chen, Kuan-Wei Ho, Martin Benjak, Jörn Ostermann, Wen-Hsiao Peng. mmsp 2024: 1-6 [doi]

Synthetic Local Data AugmentationVasyl Chomko, Yuhao Chen 0001, David A. Clausi, Alexander Wong. mmsp 2024: 1-6 [doi]

Effects of Delay on Nonverbal Behavior and Interpersonal Coordination in Video ConferencingChenyao Diao, Stephanie Arévalo Arboleda, Alexander Raake. mmsp 2024: 1-6 [doi]

A Spatiotemporal Decomposition of a Video Stream Based on the Retina-Inspired FilterEffrosyni Doutsi, Panagiotis Tsakalides. mmsp 2024: 1-6 [doi]

Compression of Self-Supervised Representations for Machine VisionZhihao Duan, Fengqing Maggie Zhu. mmsp 2024: 1-6 [doi]

Relative Altitude Estimation of Infrared Thermal UAV Images Using SIFT FeaturesShirin Nasr Esfahani, Jagannathan Sarangapani. mmsp 2024: 1-6 [doi]

Lifelong Direct Error-Driven Learning for UAV Altitude Estimation in Different Weather ConditionsShirin Nasr Esfahani, Jagannathan Sarangapani. mmsp 2024: 1-6 [doi]

Bayesian Formulation of Regularization by Denoising - Model and Monte Carlo SamplingElhadji C. Faye, Mame Diarra Fall, Aladine Chetouani, Nicolas Dobigeon. mmsp 2024: 1-5 [doi]

Efficient Partition Map Prediction via Token Sparsification for Fast VVC Intra CodingXinmin Feng, Li Li 0040, Dong Liu 0002, Feng Wu 0001. mmsp 2024: 1-6 [doi]

Feature-Preserving Rate-Distortion Optimization in Image Coding for MachinesSamuel Fernández-Menduiña, Eduardo Pavez, Antonio Ortega. mmsp 2024: 1-6 [doi]

Embedded Bit-Stream Region-of-Interest Coding of Point Cloud AttributesVictor F. Figueiredo, Ricardo L. de Queiroz. mmsp 2024: 1-6 [doi]

Residual Domain Super-Resolution Generative Adversarial NetworksNelson C. Francisco, Julien Le Tanou. mmsp 2024: 1-6 [doi]

A Comparative Assessment of Implicit and Explicit Plenoptic Scene RepresentationsDavi Rabbouni Freitas, Ricardo L. de Queiroz, Ioan Tabus, Christine Guillemot. mmsp 2024: 1-6 [doi]

Point Cloud Geometry Coding with Relational Neighborhood Self-AttentionMohammadreza Ghafari, André F. R. Guarda, Nuno M. M. Rodrigues, Fernando Pereira 0001. mmsp 2024: 1-6 [doi]

Learned Multimodal Compression for Autonomous DrivingHadi Hadizadeh, Ivan V. Bajic. mmsp 2024: 1-6 [doi]

Denoising for Neuromorphic Cameras Based on Graph Spectral FeaturesShimpei Harada, Junya Hara, Hiroshi Higashi, Yuichi Tanaka 0001. mmsp 2024: 1-6 [doi]

Lightweight Reinforcement-Based Approach for HDR ConversionChansoon Heo, Byeungwoo Jeon. mmsp 2024: 1-5 [doi]

Decoding Energy Optimization for Video Coding Using Model-Driven Gradient DescentChristian Herglotz, Matthias Kränzler, Bide Xu, André Kaup. mmsp 2024: 1-6 [doi]

Comparative Analysis and Performance Evaluation of Adaptive 360° Video DASH Streaming SolutionsAlireza M. Hosseini, Jacob Chakareski. mmsp 2024: 1-6 [doi]

Rate-Adaptive Joint Source Channel Coding Using Deep Block-Based Compressed SensingMohammad Amin Jarrahi, Eirina Bourtsoulatze, Vahid Abolghasemi. mmsp 2024: 1-6 [doi]

Shadow Augmentation for Handwashing Action Recognition: From Synthetic to Real DatasetsShengtai Ju, Amy R. Reibman. mmsp 2024: 1-6 [doi]

KPCA-CAM: Visual Explainability of Deep Computer Vision Models Using Kernel PCASachin Karmani, Thanushon Sivakaran, Gaurav Prasad, Mehmet-Ali, Wenbo Yang, Sheyang Tang. mmsp 2024: 1-5 [doi]

Exploiting Consistency-Preserving Loss and Perceptual Contrast Stretching to Boost SSL-Based Speech EnhancementMuhammad Salman Khan, Moreno La Quatra, Kuo-Hsuan Hung, Szu-Wei Fu, Sabato Marco Siniscalchi, Yu Tsao 0001. mmsp 2024: 1-6 [doi]

Multi-Reference Generative Face Video Compression with Contrastive LearningGoluck Konuko, Giuseppe Valenzise. mmsp 2024: 1-6 [doi]

Sketching-Based Acoustic Scene Change Detection in Low-Power Embedded DevicesTimm Koppelmann, Rainer Martin 0001. mmsp 2024: 1-6 [doi]

Inter-Camera Color Correction for Multispectral Imaging with Camera Arrays Using a Consensus ImageKatja Kossira, Jürgen Seiler, André Kaup. mmsp 2024: 1-6 [doi]

Selective Enablement of L4S Transport for Latency-Sensitive Multimedia DeliveryDhananjay Lal, Christopher Phillips. mmsp 2024: 1-6 [doi]

ECRF: Entropy-Constrained Neural Radiance Fields Compression with Frequency Domain OptimizationSoonbin Lee, Fangwen Shu, Yago Sánchez de la Fuente, Thomas Schierl, Cornelius Hellge. mmsp 2024: 1-6 [doi]

A Multi-Stream Fusion Approach with One-Class Learning for Audio-Visual Deepfake DetectionKyungbok Lee, You Zhang 0001, Zhiyao Duarr. mmsp 2024: 1-6 [doi]

An Exploration of Human Pose Estimation Based Cheating Tools for FPS Video Game and its Defense SolutionChang Liu, Zichun Gao, Zhenyu Liao, Yue Sun, Xianglong Feng. mmsp 2024: 1-6 [doi]

Diffusion-Based Bit-Depth ExpansionRiyu Lu, Lingyu Zhu 0006, Baoliang Chen, Xiaopeng Fan, Shiqi Wang 0001. mmsp 2024: 1-6 [doi]

End-to-End Compression of Complex-Valued SAR ImagesParas Maharjan, Corey Marrs, Zhu Li 0001. mmsp 2024: 1-6 [doi]

Multimodal Deep Learning for Diabetic Retinopathy Grading: Integrating Linear-Radon Sinograms and Retinal Fundus ImagesFarida Mohsen, Uzair Shah, Ashhadul Islam, Zubair Shah, Samir Brahim Belhaouari. mmsp 2024: 1-5 [doi]

3D Geometry Compression with Hybrid Framework: Quasi-JPEG and Phase EncodingWonbeen Oh, Jae-Sang Hyun. mmsp 2024: 1-6 [doi]

FMiFood: Multi-Modal Contrastive Learning for Food Image ClassificationXinyue Pan, Jiangpeng He, Fengqing Zhu 0001. mmsp 2024: 1-6 [doi]

Towards Reproducible Learning-Based CompressionJiahao Pang, Muhammad Asad Lodhi, Junghyun Ahn, Yuning Huang, Dong Tian. mmsp 2024: 1-6 [doi]

Luma Range Scaling for Enhanced VVC Efficiency in Video Coding for MachinesTero Partanen, Alban Marie, Alexandre Mercat, Jarno Vanne, Miska M. Hannuksela, Honglei Zhang, Alireza Aminlou, Francesco Cricri. mmsp 2024: 1-6 [doi]

Dynamic Crowd Routing: RL-Driven Crowd DynamicsDaniele Della Pietra, Nicola Garau, Nicola Conci, Fabrizio Granelli. mmsp 2024: 1-6 [doi]

Federated Data-Driven Kalman Filtering for State EstimationNikos Piperigkos, Alexandros Gkillas, Christos Anagnostopoulos, Aris S. Lalos. mmsp 2024: 1-6 [doi]

Optimizing ROI Benefits Vehicle ReID in ITSMei Qiu, Lauren Ann Christopher, Lingxi Li 0001, Stanley Y. P. Chien, Yaobin Chen. mmsp 2024: 1-6 [doi]

Modeling the Energy Consumption of the HEVC Software Encoding Process Using Processor EventsGeetha Ramasubbu, André Kaup, Christian Herglotz. mmsp 2024: 1-6 [doi]

LAM3D: Leveraging Attention for Monocular 3D Object DetectionDiana-Alexandra Sas, Leandro Di Bella, Yangxintong Lyu, Florin Oniga, Adrian Munteanu 0001. mmsp 2024: 1-6 [doi]

Towards Light-Weight Transformer-Based Quality Assessment Metric for Augmented RealityAymen Sekhri, Seyed Ali Amirshahi, Mohamed-Chaker Larabi. mmsp 2024: 1-6 [doi]

Embedding Similarity Learning for Extreme License Plate Super-ResolutionAbderrezzaq Sendjasni, Mohamed-Chaker Larabi. mmsp 2024: 1-6 [doi]

Expanding the Effective Receptive Field for Learned Image CompressionYunhui Shi, Yalong Su, Jin Wang, Nam Ling, Baocai Yin. mmsp 2024: 1-6 [doi]

Scalable Image Coding for Humans and Machines Using Feature Fusion NetworkTakahiro Shindo, Taiju Watanabe, Yui Tatsumi, Hiroshi Watanabe. mmsp 2024: 1-6 [doi]

Image Quality Assessment in End-to-end Face Analytics SystemsPraneet Singh, Amy R. Reibman. mmsp 2024: 1-6 [doi]

Efficient Image Harmonization via RGB TransformationCheng Su, Jiande Sun 0001, Jinhui Wang, Wenbo Wan, Kai Zhang 0010, Jian Wang 0004. mmsp 2024: 1-6 [doi]

Sparse Convolution Based Point Cloud Attributes Deblocking with Graph Fourier Latent RepresentationMuhammad Talha, Birendra Kathariya, Zhu Li 0001, Anique Akhtar, Geert Van Der Auwera. mmsp 2024: 1-6 [doi]

Color-Guided Flying Pixel Correction in Depth ImagesEkamresh Vasudevan, Shashank N. Sridhara, Eduardo Pavez, Antonio Ortega, Raghavendra Singh, Srinath Kalluri. mmsp 2024: 1-6 [doi]

MultiFuser: Multimodal Fusion Transformer for Enhanced Driver Action RecognitionRuoyu Wang, Wenqian Wang, Jianjun Gao, Dan Lin, Kim-Hui Yap, Bingbing Li. mmsp 2024: 1-6 [doi]

Robust Real-World Image Dehazing via Knowledge Guided Conditional Diffusion Model FinetuningHaoran Wei, Qingbo Wu 0001, Chenhao Wu, Shuai Chen, Lei Wang 0186, King Ngi Ngan, Fanman Meng, Hongliang Li 0001. mmsp 2024: 1-6 [doi]

A Quantitative Metric of Confidence for Segmentation of Nuclei in Large Spatially Variable Image VolumesLiming Wu, Alain Chen, Paul Salama, Kenneth W. Dunn, Seth Winfree, Edward J. Delp. mmsp 2024: 1-6 [doi]

Extreme Low Bitrate Image Compression System for Mobile DeploymentJunqi Wu, Wenhong Duan, Xianping Ma, Jianhui Chang, Shanshe Wang, Siwei Ma, Chuanmin Jia. mmsp 2024: 1-6 [doi]

Pattern Template Manifest for Live Video StreamingYongjun Wu, Kyle Koceski, Mairo Pedrini, Sally Cheng, Parminder Singh. mmsp 2024: 1-5 [doi]

Pose Guided Portrait View Interpolation from Dual Cameras with a Long BaselineWeichen Xu, Yezhi Shen, Qian Lin 0001, Jan P. Allebach, Fengqing Zhu 0001. mmsp 2024: 1-6 [doi]

Reveal Fluidity Behind Frames: A Multi-Modality Framework for Action Quality AssessmentSiyuan Xu, Peilin Chen, Yue Liu, Meng Wang 0017, Shiqi Wang 0001, Sam Kwong. mmsp 2024: 1-6 [doi]

CT-Bound: Robust Boundary Detection from Noisy Images Via Hybrid Convolution and Transformer Neural NetworksWei Xu, Junjie Luo 0009, Qi Guo. mmsp 2024: 1-6 [doi]

Enhanced Product Classification Using Learned Prompt Ensembling and Dual Interpolation with CLIP-Based ModelTakahisa Yamamoto, Koichiro Niinuma, László A. Jeni. mmsp 2024: 1-6 [doi]

Pixel-Weighted Multi-Pose Fusion for Metal Artifact Reduction in X-Ray Computed TomographyDiyu Yang, Craig A. J. Kemp, Soumendu Majee, Gregery T. Buzzard, Charles A. Bouman. mmsp 2024: 1-6 [doi]

Cross-Modal Distortion Approximation for Fast Bit Allocation of Video-Based Point Cloud CompressionHaichen Yang, Yujie Zhang, Qi Yang 0003, Ziyu Shan, Yiling Xu, Yunfeng Guan 0001. mmsp 2024: 1-6 [doi]

Analysis and Improvement of Rank-Ordered Mean Algorithm in Single-Photon LiDARWilliam C. Yau, Weijian Zhang, Hashan Kavinga Weerasooriya, Stanley H. Chan. mmsp 2024: 1-6 [doi]

Parametric Modeling and Estimation of Photon Registrations for 3D ImagingWeijian Zhang, Hashan K. Weerasooriya, Prateek Chennuri, Stanley H. Chan. mmsp 2024: 1-6 [doi]

Light-Weighted Temporal Evolution Inference for Generative Face Video CompressionZihan Zhang, Bolin Chen, Shanzhi Yin, Shiqi Wang 0001, Yan Ye. mmsp 2024: 1-6 [doi]

Multi-network Ensembling for GAN Training and Adversarial AttacksShuting Zheng, Yuan-Gen Wang. mmsp 2024: 1-6 [doi]

Dual-Path Multi-Scale Transformer for High-Quality Image DerainingHuiling Zhou, Hongming Chen 0004, Xianhao Wu, Yufeng Li 0001. mmsp 2024: 1-6 [doi]

Enhanced Multi-Resolution Generative Face Video CompressionRenjie Zhou, Ru-Ling Liao, Bolin Chen, Yan Ye, Jie Chen. mmsp 2024: 1-4 [doi]

Dynamic 6-DoF Volumetric Video Generation: Software Toolkit and DatasetMufeng Zhu, Yuan-Chun Sun, Na Li, Jin Zhou, Songqing Chen, Cheng-Hsin Hsu, Yao Liu 0001. mmsp 2024: 1-6 [doi]

Message from the MMSP 2024 General and Technical Program ChairsFengqing Maggie Zhu, Zhu Li, Nikolaos Thomos, Balu Adsumilli, Enrico Magli. mmsp 2024: 1-2 [doi]

2023

25th IEEE International Workshop on Multimedia Signal Processing, MMSP 2023, Poitiers, France, September 27-29, 2023IEEE, 2023. [doi]

Time Series Classification for Modality-Converted Videos: A Case Study on Predicting Human Embryo Implantation from Time-Lapse ImagesMehryar Abbasi, Parvaneh Saeedi, Jason Au, Jon Havelock. mmsp 2023: 1-6 [doi]

Single-Image Evaluation of Angular and Spatial Resolution for Projection-Based Light Field DisplaysKamran Akbar, Robert Bregovic. mmsp 2023: 1-6 [doi]

Metaverse: A Young Gamer's PerspectiveIvan V. Bajic, Teo Saeedi-Bajic, Kai Saeedi-Bajic. mmsp 2023: 1-6 [doi]

Semantic Based Generative Compression of Images for Extremely Low BitratesTom Bordin, Thomas Maugey. mmsp 2023: 1-6 [doi]

EmoNeXt: an Adapted ConvNeXt for Facial Emotion RecognitionYassine El Boudouri, Amine Bohi. mmsp 2023: 1-6 [doi]

Authentication of Holograms with Mixed Patterns by Direct LBP ComparisonMarie-Neige Chapel, Musab Al-Ghadi, Jean-Christophe Burie. mmsp 2023: 1-6 [doi]

Volumetric Video Experiences with MPEG V3C Decoder Platform for Efficient Delivery and Rendering on Client DevicesPatrick Fontaine, Céline Guede, Gustavo Sandri, Valerie Allié, Ronald Schimanofsky, Bart Kroon, Bart Sonneveldt. mmsp 2023: 1 [doi]

Perceptually Optimized Model for Near-Eye Light Field ReconstructionUgur Gudelek, Erdem Sahin, Atanas P. Gotchev. mmsp 2023: 1-6 [doi]

Toward Digits Recognition Using Continual LearningAsma Kharrat, Fadoua Drira, Franck Lebourgeois, Christophe Garcia. mmsp 2023: 1-6 [doi]

Real-Time Detection of Low-Textured Objects Based on Deep LearningSalah-eddine Laidoudi, Madjid Maidi, Samir Otmane. mmsp 2023: 1-6 [doi]

Towards a Multiscale Point Cloud Structural Similarity MetricDavi Lazzarotto, Touradj Ebrahimi. mmsp 2023: 1-6 [doi]

A Voice-Activity-Aware Loss Function for Continuous Speech SeparationConggui Liu, Yoshinao Sato. mmsp 2023: 1-6 [doi]

Perspective Camera Model for Layer Optimization of 3D Layered DisplayArmand Losfeld, Laurie Van Bogaert, Eline Soetens, Gauthier Lafruit, Mehrdad Teratani. mmsp 2023: 1-6 [doi]

Towards Digital Sobriety: Why Improving the Energy Efficiency of Video Streaming is Not EnoughThomas Maugey. mmsp 2023: 1-4 [doi]

A Framework for Optimizing AI-Based Virtual Reality: A Use Case in Sport SciencesAntoine H. P. Morice, Iliass Hadatine, Julien Marot. mmsp 2023: 1-6 [doi]

DASA: Domain Adaptation via Saliency AugmentationAtharv Singh Patlan, Koteswar Rao Jerripothula. mmsp 2023: 1-6 [doi]

A Motion-Compensated Inter-Frame Attribute Coding Scheme for Dynamic Dense Point CloudsGustavo Sandri, Franck Thudor, Maja Krivokuca, Bertrand Chupeau. mmsp 2023: 1-6 [doi]

Multi-Label Deepfake ClassificationInder Pal Singh, Nesryne Mejri, Van Dat Nguyen, Enjie Ghorbel, Djamila Aouada. mmsp 2023: 1-5 [doi]

INDigo: An INN-Guided Probabilistic Diffusion Algorithm for Inverse ProblemsDi You, Andreas Floros, Pier Luigi Dragotti. mmsp 2023: 1-6 [doi]

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