default search action
IEEE Journal of Selected Topics in Signal Processing, Volume 14
Volume 14, Number 1, January 2020
- Mai Xu
, Ali Borji, Ce Zhu, Edward J. Delp
Introduction to the Issue on Perception-Driven 360° Video Processing. 2-4 - Mai Xu
State-of-the-Art in 360° Video/Image Processing: Perception, Assessment and Compression. 5-26 - Youqiang Zhang, Feng Dai, Yike Ma, Hongliang Li, Qiang Zhao, Yongdong Zhang:
Saliency Prediction Network for 360° Videos. 27-37 - Jia Li
Distortion-Adaptive Salient Object Detection in 360° Omnidirectional Images. 38-48 - Falah Jabar
Objective Assessment of Perceived Geometric Distortions in Viewport Rendering of 360° Images. 49-63 - Wei Sun
MC360IQA: A Multi-channel CNN for Blind 360-Degree Image Quality Assessment. 64-77 - Zesong Fei
QoE Evaluation Methods for 360-Degree VR Video Transmission. 78-88 - Meixu Chen
Study of 3D Virtual Reality Picture Quality. 89-102 - Zhibo Chen
Stereoscopic Omnidirectional Image Quality Assessment Based on Predictive Coding Theory. 103-117 - Yimin Zhou
Video Coding Optimization for Virtual Reality 360-Degree Source. 118-129 - Li Li
λ-Domain Perceptual Rate Control for 360-Degree Video Compression. 130-145 - Shaowei Xie
Perceptually Optimized Quality Adaptation of Viewport-Dependent Omnidirectional Video Streaming. 146-160 - Junni Zou
Probabilistic Tile Visibility-Based Server-Side Rate Adaptation for Adaptive 360-Degree Video Streaming. 161-176 - Hui Yuan
Spatial and Temporal Consistency-Aware Dynamic Adaptive Streaming for 360-Degree Videos. 177-193 - Yiping Duan
Panoramic Image Generation: From 2-D Sketch to Spherical Image. 194-208 - Jia Li
Attentive Deep Stitching and Quality Assessment for 360° Omnidirectional Images. 209-221 - Kang Liao
OIDC-Net: Omnidirectional Image Distortion Correction via Coarse-to-Fine Region Attention. 222-231
Volume 14, Number 2, February 2020
- Juan Ignacio Godino-Llorente
Introduction to the Issue on Automatic Assessment of Health Disorders Based on Voice, Speech, and Language Processing. 234-239 - Juan M. Perero-Codosero
Modeling Obstructive Sleep Apnea Voices Using Deep Neural Network Embeddings and Domain-Adversarial Training. 240-250 - Ruby Melody Simply
Diagnosis of Obstructive Sleep Apnea Using Speech Signals From Awake Subjects. 251-260 - Anna Pompili
Pragmatic Aspects of Discourse Production for the Automatic Identification of Alzheimer's Disease. 261-271 - Fasih Haider
An Assessment of Paralinguistic Acoustic Features for Detection of Alzheimer's Dementia in Spontaneous Speech. 272-281 - Rohit Voleti
A Review of Automated Speech and Language Features for Assessment of Cognitive and Thought Disorders. 282-298 - Yun-Shao Lin, Susan Shur-Fen Gau
A Multimodal Interlocutor-Modulated Attentional BLSTM for Classifying Autism Subgroups During Clinical Interviews. 299-311 - Andrew D. Back
Transitive Entropy - A Rank Ordered Approach for Natural Sequences. 312-321 - Chitralekha Bhat
Automatic Assessment of Sentence-Level Dysarthria Intelligibility Using BLSTM. 322-330 - Ying Qin
Automatic Assessment of Speech Impairment in Cantonese-Speaking People with Aphasia. 331-345 - T. A. Mariya Celin
Data Augmentation Using Virtual Microphone Array Synthesis and Multi-Resolution Feature Extraction for Isolated Word Dysarthric Speech Recognition. 346-354 - Julián Villegas
Prediction of Creaky Speech by Recurrent Neural Networks Using Psychoacoustic Roughness. 355-366 - Sudarsana Reddy Kadiri
Analysis and Detection of Pathological Voice Using Glottal Source Features. 367-379 - László Czap:
Automated Speech Production Assessment of Hard of Hearing Children. 380-389 - H. M. Chandrashekar
Spectro-Temporal Representation of Speech for Intelligibility Assessment of Dysarthria. 390-399 - Mostafa Ali Shahin
The Automatic Detection of Speech Disorders in Children: Challenges, Opportunities, and Preliminary Results. 400-412 - Julián D. Arias-Londoño
Multimodal and Multi-Output Deep Learning Architectures for the Automatic Assessment of Voice Quality Using the GRB Scale. 413-422 - Ziping Zhao
Automatic Assessment of Depression From Speech via a Hierarchical Attention Transfer Network and Attention Autoencoders. 423-434 - Zhaocheng Huang
Natural Language Processing Methods for Acoustic and Landmark Event-Based Features in Speech-Based Depression Detection. 435-448 - Jon Z. Lin
Improved Subglottal Pressure Estimation From Neck-Surface Vibration in Healthy Speakers Producing Non-Modal Phonation. 449-460 - Hirak Dasgupta, Prem C. Pandey
Detection Using Hilbert Envelope for Glottal Excitation Enhancement and Maximum-Sum Subarray for Epoch Marking. 461-471 - Meixu Chen
Corrections to "Study of 3D Virtual Reality Picture Quality". 472
Volume 14, Number 3, March 2020
- Xiaodong He, Li Deng, Richard Rose, Minlie Huang, Isabel Trancoso
Introduction to the Special Issue on Deep Learning for Multi-Modal Intelligence Across Speech, Language, Vision, and Heterogeneous Signals. 474-477 - Chao Zhang
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications. 478-493 - Difei Gao
Learning to Recognize Visual Concepts for Visual Question Answering With Structural Label Space. 494-505 - Wenjia Xu, Jiuniu Wang
Where is the Model Looking At? - Concentrate and Explain the Network Attention. 506-516 - Jiguo Li
Direct Speech-to-Image Translation. 517-529 - Rongzhi Gu
Multi-Modal Multi-Channel Target Speech Separation. 530-541 - Ke Tan
Audio-Visual Speech Separation and Dereverberation With a Two-Stage Multimodal Network. 542-553 - Lingyu Zhang
A Multi-Stream Recurrent Neural Network for Social Role Detection in Multiparty Interactions. 554-567 - Soo-Whan Chung
Perfect Match: Self-Supervised Embeddings for Cross-Modal Retrieval. 568-576 - Lucia Specia, Loïc Barrault
Grounded Sequence to Sequence Transduction. 577-591 - Malu Zhang
An Efficient Threshold-Driven Aggregate-Label Learning Algorithm for Multimodal Information Processing. 592-602
Volume 14, Number 4, May 2020
- Lixin Fan, Diana Marculescu
Editorial: Special Issue on Compact Deep Neural Networks With Industrial Applications. 605-608 - Dimitrios Stamoulis
Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization. 609-622 - Yue Wang
Dual Dynamic Inference: Enabling More Efficient, Adaptive, and Controllable Deep Inference. 623-633 - Reiya Kawamoto
A 1.15-TOPS 6.57-TOPS/W Neural Network Processor for Multi-Scale Object Detection With Reduced Convolutional Operations. 634-645 - Sayan Faraz
Impact of Synaptic Strength on Propagation of Asynchronous Spikes in Biologically Realistic Feed-Forward Neural Network. 646-653 - Gianmarco Cerutti
Compact Recurrent Neural Networks for Acoustic Event Detection on Low-Energy Low-Complexity Platforms. 654-664 - Heng Zhao
JDNet: A Joint-Learning Distilled Network for Mobile Visual Food Recognition. 665-675 - Diaa Badawi
Computationally Efficient Spatio-Temporal Dynamic Texture Recognition for Volatile Organic Compound (VOC) Leakage Detection in Industrial Plants. 676-687 - Jun Jia
Tiny-BDN: An Efficient and Compact Barcode Detection Network. 688-699 - Simon Wiedemann
DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks. 700-714 - Yoojin Choi
Universal Deep Neural Network Compression. 715-726 - Jiaxing Wang, Haoli Bai, Jiaxiang Wu, Jian Cheng
Bayesian Automatic Model Compression. 727-736 - Akshay Jain
Symmetric $k$-Means for Deep Neural Network Compression and Hardware Acceleration on FPGAs. 737-749 - Mojan Javaheripi
AdaNS: Adaptive Non-Uniform Sampling for Automated Design of Compact DNNs. 750-764 - Jian Zhang
Optimization-Inspired Compact Deep Compressive Sensing. 765-774 - Huan Wang
Structured Pruning for Efficient Convolutional Neural Networks via Incremental Regularization. 775-788 - Dor Livne
PoPS: Policy Pruning and Shrinking for Deep Reinforcement Learning. 789-801 - Chinthaka Gamanayake
Cluster Pruning: An Efficient Filter Pruning Method for Edge AI Vision Applications. 802-816 - Tao Huang, Weisheng Dong
Accelerating Convolutional Neural Network via Structured Gaussian Scale Mixture Models: A Joint Grouping and Pruning Approach. 817-827 - Artur Jordão
Discriminative Layer Pruning for Convolutional Neural Networks. 828-837 - Pravendra Singh
Acceleration of Deep Convolutional Neural Networks Using Adaptive Filter Pruning. 838-847 - Jun Chen
Propagating Asymptotic-Estimated Gradients for Low Bitwidth Quantized Neural Networks. 848-859 - Fabien Cardinaux
Iteratively Training Look-Up Tables for Network Quantization. 860-870 - Zhaohui H. Sun
Binary Outer Product Expansion of Convolutional Kernels. 871-883 - Chunlei Liu
Circulant Binary Convolutional Networks for Object Recognition. 884-893 - Jonathan Ephrath, Moshe Eliasof, Lars Ruthotto
LeanConvNets: Low-Cost Yet Effective Convolutional Neural Networks. 894-904
Volume 14, Number 5, August 2020
- Edward J. Delp
Editorial: Media Authentication and Forensics - New Solutions and Research Opportunities. 906-909 - Luisa Verdoliva
Media Forensics and DeepFakes: An Overview. 910-932 - Haoliang Li
Face Anti-Spoofing With Deep Neural Network Distillation. 933-946 - Pengpeng Yang
Efficient Video Integrity Analysis Through Container Characterization. 947-954 - Xin Liao
Robust Detection of Image Operator Chain With Two-Stream Convolutional Neural Network. 955-968 - Zhongjie Mi
GAN-Generated Image Detection With Self-Attention Mechanism Against GAN Generator Defect. 969-981 - Khalid Mahmood Malik
A Light-Weight Replay Detection Framework For Voice Controlled IoT Devices. 982-996 - Yifang Chen
Automated Design of Neural Network Architectures With Reinforcement Learning for Detection of Global Manipulations. 997-1011 - Xu Zhang
Discovering Image Manipulation History by Pairwise Relation and Forensics Tools. 1012-1023 - Akash Chintha
Recurrent Convolutional Structures for Audio Spoof and Video Deepfake Detection. 1024-1037 - João C. Neves
GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection. 1038-1048 - Owen Mayer
Exposing Fake Images With Forensic Similarity Graphs. 1049-1064 - Hirak Dasgupta, Prem C. Pandey
Corrections to "Detection Using Hilbert Envelope for Glottal Excitation Enhancement and Maximum-Sum Subarray for Epoch Marking". 1065
Volume 14, Number 6, October 2020
- Vishal Monga, Scott T. Acton, Abd-Krim Seghouane
Editorial: Introduction to the Issue on Domain Enriched Learning for Medical Imaging. 1068-1071 - Salman Ul Hassan Dar, Mahmut Yurt, Mohammad Shahdloo
Prior-Guided Image Reconstruction for Accelerated Multi-Contrast MRI via Generative Adversarial Networks. 1072-1087 - Jiaming Liu
RARE: Image Reconstruction Using Deep Priors Learned Without Groundtruth. 1088-1099 - Qiyang Zhang
PET Image Reconstruction Using a Cascading Back-Projection Neural Network. 1100-1111 - Kwanyoung Kim, Shakarim Soltanayev
Unsupervised Training of Denoisers for Low-Dose CT Reconstruction Without Full-Dose Ground Truth. 1112-1125 - Roberto Souza
Enhanced Deep-Learning-Based Magnetic Resonance Image Reconstruction by Leveraging Prior Subject-Specific Brain Imaging: Proof-of-Concept Using a Cohort of Presumed Normal Subjects. 1126-1136 - Kihwan Choi
StatNet: Statistical Image Restoration for Low-Dose CT using Deep Learning. 1137-1150 - Hemant Kumar Aggarwal
J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction. 1151-1162 - Zihui Wu
SIMBA: Scalable Inversion in Optical Tomography Using Deep Denoising Priors. 1163-1175 - Xiaoming Liu
Multimodal MR Image Synthesis Using Gradient Prior and Adversarial Learning. 1176-1188 - Rosana El Jurdi
BB-UNet: U-Net With Bounding Box Prior. 1189-1198 - Jialin Peng
Unsupervised Mitochondria Segmentation in EM Images via Domain Adaptive Multi-Task Learning. 1199-1209 - Max L. Olender
A Domain Enriched Deep Learning Approach to Classify Atherosclerosis Using Intravascular Ultrasound Imaging. 1210-1220 - Jeya Maria Jose Valanarasu
Learning to Segment Brain Anatomy From 2D Ultrasound With Less Data. 1221-1234 - Georgios Simantiris, Georgios Tziritas:
Cardiac MRI Segmentation With a Dilated CNN Incorporating Domain-Specific Constraints. 1235-1243 - Nora Ouzir
Data-Adaptive Similarity Measures for B-mode Ultrasound Images Using Robust Noise Models. 1244-1254 - Suchita Bhinge
Adaptive Constrained Independent Vector Analysis: An Effective Solution for Analysis of Large-Scale Medical Imaging Data. 1255-1264 - Rui Jin
Dictionary Learning-Based fMRI Data Analysis for Capturing Common and Individual Neural Activation Maps. 1265-1279 - Seyed Amir Hossein Hosseini
Dense Recurrent Neural Networks for Accelerated MRI: History-Cognizant Unrolling of Optimization Algorithms. 1280-1291 - Eunju Cha
Geometric Approaches to Increase the Expressivity of Deep Neural Networks for MR Reconstruction. 1292-1305
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-11-21 20:31 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: