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2020 – today
- 2024
[j67]Hadi Hadizadeh, Ivan V. Bajic:
Learned scalable video coding for humans and machines. EURASIP J. Image Video Process. 2024(1): 41 (2024)- [j66]Bardia Azizian
, Ivan V. Bajic:
Privacy-Preserving Autoencoder for Collaborative Object Detection. IEEE Trans. Image Process. 33: 4937-4951 (2024) - [c120]Jiacheng Wu, Jiaqi Zhang, Ivan V. Bajic, Shanshe Wang, Songlin Sun:
A Fast Four-Parameter Affine Motion Compensation Algorithm for Video Coding. DCC 2024: 593 - [c119]Saeed Ranjbar Alvar, Ivan V. Bajic:
Compressive Feature Selection for Remote Visual Multi-Task Inference. ICME Workshops 2024: 1-6 - [c118]Anderson de Andrade, Ivan V. Bajic:
Towards Task-Compatible Compressible Representations. ICME Workshops 2024: 1-6 - [c117]Hadi Hadizadeh, S. Faegheh Yeganli, Bahador Rashidi, Ivan V. Bajic:
Mutual Information Analysis in Multimodal Learning Systems. MIPR 2024: 390-395 - [c116]Hadi Hadizadeh, Ivan V. Bajic:
Learned Multimodal Compression for Autonomous Driving. MMSP 2024: 1-6 - [c115]Mateen Ulhaq, Ivan V. Bajic:
Scalable Human-Machine Point Cloud Compression. PCS 2024: 1-5 - [i59]Mateen Ulhaq, Ivan V. Bajic:
Scalable Human-Machine Point Cloud Compression. CoRR abs/2402.12532 (2024) - [i58]Saeed Ranjbar Alvar, Ivan V. Bajic:
Compressive Feature Selection for Remote Visual Multi-Task Inference. CoRR abs/2405.09077 (2024) - [i57]Anderson de Andrade, Ivan V. Bajic:
Towards Task-Compatible Compressible Representations. CoRR abs/2405.10244 (2024) - [i56]Hadi Hadizadeh, S. Faegheh Yeganli, Bahador Rashidi, Ivan V. Bajic:
Mutual Information Analysis in Multimodal Learning Systems. CoRR abs/2405.12456 (2024) - [i55]Chamani Shiranthika, Parvaneh Saeedi, Ivan V. Bajic:
Optimizing Split Points for Error-Resilient SplitFed Learning. CoRR abs/2405.19453 (2024) - [i54]Mateen Ulhaq, Ivan V. Bajic:
Learned Compression of Encoding Distributions. CoRR abs/2406.13059 (2024) - [i53]Hadi Hadizadeh, Ivan V. Bajic:
Learned Multimodal Compression for Autonomous Driving. CoRR abs/2408.08211 (2024) - 2023
- [j65]Chamani Shiranthika, Parvaneh Saeedi, Ivan V. Bajic:
Decentralized Learning in Healthcare: A Review of Emerging Techniques. IEEE Access 11: 54188-54209 (2023) - [j64]Hanieh Naderi, Ivan V. Bajic:
Adversarial Attacks and Defenses on 3D Point Cloud Classification: A Survey. IEEE Access 11: 144274-144295 (2023) - [j63]Chinthaka Dinesh, Gene Cheung, Ivan V. Bajic:
Point Cloud Sampling via Graph Balancing and Gershgorin Disc Alignment. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 868-886 (2023) - [j62]Ivan V. Bajic, Marta Mrak, Frédéric Dufaux, Enrico Magli, Tsuhan Chen:
Multimedia Signal Processing: A history of the Multimedia Signal Processing Technical Committee. IEEE Signal Process. Mag. 40(4): 72-79 (2023) - [c114]Hadi Hadizadeh, Ivan V. Bajic:
LCCM-VC: Learned Conditional Coding Modes for Video Compression. ICASSP Workshops 2023: 1-5 - [c113]Zahra Hafezi Kafshgari, Ivan V. Bajic, Parvaneh Saeedi:
Smart Split-Federated Learning over Noisy Channels for Embryo Image Segmentation. ICASSP 2023: 1-5 - [c112]Korcan Uyanik, S. Faegheh Yeganli, Ivan V. Bajic:
Grad-FEC: Unequal Loss Protection of Deep Features in Collaborative Intelligence. ICIP 2023: 3140-3144 - [c111]Yalda Foroutan, Alon Harell, Anderson de Andrade, Ivan V. Bajic:
Base Layer Efficiency in Scalable Human-Machine Coding. ICIP 2023: 3299-3303 - [c110]Anderson de Andrade, Alon Harell, Yalda Foroutan, Ivan V. Bajic:
Conditional and Residual Methods in Scalable Coding for Humans and Machines. ICME Workshops 2023: 194-199 - [c109]Alon Harell, Yalda Foroutan, Ivan V. Bajic:
$\text{VVC} +\mathrm{M}$: Plug and Play Scalable Image Coding for Humans and Machines. ICME Workshops 2023: 200-205 - [c108]Choongseop Lee, Timothy Woinoski, Ivan V. Bajic:
Decomposed Key-Point Detector for Swimming Pool Localization. ICME Workshops 2023: 248-253 - [c107]Zahra Hafezi Kafshgari, Chamani Shiranthika, Parvaneh Saeedi, Ivan V. Bajic:
Quality-Adaptive Split-Federated Learning for Segmenting Medical Images with Inaccurate Annotations. ISBI 2023: 1-5 - [c106]Rashid Zamanshoar Heris, Ivan V. Bajic:
Multi-Task Learning for Screen Content Image Coding. ISCAS 2023: 1-5 - [c105]Chamani Shiranthika, Zahra Hafezi Kafshgari, Parvaneh Saeedi, Ivan V. Bajic:
SplitFed Resilience to Packet Loss: Where to Split, that is the Question. ISIC/Care-AI/MedAGI/DeCaF@MICCAI 2023: 367-377 - [c104]Ivan V. Bajic, Teo Saeedi-Bajic, Kai Saeedi-Bajic:
Metaverse: A Young Gamer's Perspective. MMSP 2023: 1-6 - [c103]Mateen Ulhaq, Ivan V. Bajic:
Learned Point Cloud Compression for Classification. MMSP 2023: 1-6 - [i52]Zahra Hafezi Kafshgari, Chamani Shiranthika, Parvaneh Saeedi, Ivan V. Bajic:
Quality-Adaptive Split-Federated Learning for Segmenting Medical Images with Inaccurate Annotations. CoRR abs/2304.14976 (2023) - [i51]Anderson de Andrade, Alon Harell, Yalda Foroutan, Ivan V. Bajic:
Conditional and Residual Methods in Scalable Coding for Humans and Machines. CoRR abs/2305.02562 (2023) - [i50]Alon Harell, Yalda Foroutan, Ivan V. Bajic:
VVC+M: Plug and Play Scalable Image Coding for Humans and Machines. CoRR abs/2305.10453 (2023) - [i49]Alon Harell, Yalda Foroutan, Nilesh A. Ahuja, Parual Datta, Bhavya Kanzariya, V. Srinivasa Somayazulu, Omesh Tickoo, Anderson de Andrade, Ivan V. Bajic:
Rate-Distortion Theory in Coding for Machines and its Application. CoRR abs/2305.17295 (2023) - [i48]Hanieh Naderi, Ivan V. Bajic:
Adversarial Attacks and Defenses on 3D Point Cloud Classification: A Survey. CoRR abs/2307.00309 (2023) - [i47]Korcan Uyanik, S. Faegheh Yeganli, Ivan V. Bajic:
Grad-FEC: Unequal Loss Protection of Deep Features in Collaborative Intelligence. CoRR abs/2307.01846 (2023) - [i46]Yalda Foroutan, Alon Harell, Anderson de Andrade, Ivan V. Bajic:
Base Layer Efficiency in Scalable Human-Machine Coding. CoRR abs/2307.02430 (2023) - [i45]Hadi Hadizadeh, Ivan V. Bajic:
Learned Scalable Video Coding For Humans and Machines. CoRR abs/2307.08978 (2023) - [i44]Chamani Shiranthika, Zahra Hafezi Kafshgari, Parvaneh Saeedi, Ivan V. Bajic:
SplitFed resilience to packet loss: Where to split, that is the question. CoRR abs/2307.13851 (2023) - [i43]Mateen Ulhaq, Ivan V. Bajic:
Learned Point Cloud Compression for Classification. CoRR abs/2308.05959 (2023) - 2022
- [j61]Nir Shlezinger, Ivan V. Bajic:
Collaborative Inference for AI-Empowered IoT Devices. IEEE Internet Things Mag. 5(4): 92-98 (2022) - [j60]Hyomin Choi, Ivan V. Bajic:
Scalable Image Coding for Humans and Machines. IEEE Trans. Image Process. 31: 2739-2754 (2022) - [j59]Chinthaka Dinesh, Gene Cheung, Ivan V. Bajic:
Point Cloud Video Super-Resolution via Partial Point Coupling and Graph Smoothness. IEEE Trans. Image Process. 31: 4117-4132 (2022) - [c102]Chinthaka Dinesh, Saghar Bagheri, Gene Cheung, Ivan V. Bajic:
Linear-Time Sampling on Signed Graphs Via Gershgorin Disc Perfect Alignment. ICASSP 2022: 5942-5946 - [c101]Takehiro Tanaka, Alon Harell, Ivan V. Bajic:
Does Video Compression Impact Tracking Accuracy? ISCAS 2022: 1517-1521 - [c100]Saeed Ranjbar Alvar, Korcan Uyanik, Ivan V. Bajic:
License Plate Privacy in Collaborative Visual Analysis of Traffic Scenes. MIPR 2022: 300-305 - [c99]Timothy Woinoski, Ivan V. Bajic:
Towards Automated Key-Point Detection in Images with Partial Pool View. MMSports@MM 2022: 9-17 - [c98]Hyomin Choi, Ivan V. Bajic:
Scalable Video Coding for Humans and Machines. MMSP 2022: 1-6 - [c97]Alon Harell, Anderson de Andrade, Ivan V. Bajic:
Rate-Distortion in Image Coding for Machines. PCS 2022: 199-203 - [c96]Bardia Azizian, Ivan V. Bajic:
Privacy-Preserving Feature Coding for Machines. PCS 2022: 205-209 - [i42]Saeed Ranjbar Alvar, Ivan V. Bajic:
Practical Noise Simulation for RGB Images. CoRR abs/2201.12773 (2022) - [i41]Takehiro Tanaka, Alon Harell, Ivan V. Bajic:
Does Video Compression Impact Tracking Accuracy? CoRR abs/2202.00892 (2022) - [i40]Saeed Ranjbar Alvar, Korcan Uyanik, Ivan V. Bajic:
License Plate Privacy in Collaborative Visual Analysis of Traffic Scenes. CoRR abs/2205.01724 (2022) - [i39]Saeed Ranjbar Alvar, Mateen Ulhaq, Hyomin Choi, Ivan V. Bajic:
Joint Image Compression and Denoising via Latent-Space Scalability. CoRR abs/2205.01874 (2022) - [i38]Victor A. Mateescu, Ivan V. Bajic:
Adversarial Attacks on Human Vision. CoRR abs/2206.01365 (2022) - [i37]Hyomin Choi, Ivan V. Bajic:
Scalable Video Coding for Humans and Machines. CoRR abs/2208.02512 (2022) - [i36]Timothy J. Woinoski, Ivan V. Bajic:
Towards Automated Key-Point Detection in Images with Partial Pool View. CoRR abs/2208.05641 (2022) - [i35]Chinthaka Dinesh, Gene Cheung, Saghar Bagheri, Ivan V. Bajic:
Efficient Signed Graph Sampling via Balancing & Gershgorin Disc Perfect Alignment. CoRR abs/2208.08726 (2022) - [i34]Alon Harell, Anderson de Andrade, Ivan V. Bajic:
Rate-Distortion in Image Coding for Machines. CoRR abs/2209.11694 (2022) - [i33]Bardia Azizian, Ivan V. Bajic:
Privacy-Preserving Feature Coding for Machines. CoRR abs/2210.00727 (2022) - [i32]Hanieh Naderi, Chinthaka Dinesh, Ivan V. Bajic, Shohreh Kasaei:
Model-Free Prediction of Adversarial Drop Points in 3D Point Clouds. CoRR abs/2210.14164 (2022) - 2021
- [j58]Robert A. Cohen, Hyomin Choi, Ivan V. Bajic:
Lightweight Compression of Intermediate Neural Network Features for Collaborative Intelligence. IEEE Open J. Circuits Syst. 2: 350-362 (2021) - [j57]Hyomin Choi, Ivan V. Bajic:
Affine Transformation-Based Deep Frame Prediction. IEEE Trans. Image Process. 30: 3321-3334 (2021) - [j56]Saeed Ranjbar Alvar, Ivan V. Bajic:
Pareto-Optimal Bit Allocation for Collaborative Intelligence. IEEE Trans. Image Process. 30: 3348-3361 (2021) - [j55]Hadi Hadizadeh, Ivan V. Bajic:
Soft Video Multicasting Using Adaptive Compressed Sensing. IEEE Trans. Multim. 23: 12-25 (2021) - [j54]Alon Harell, Richard Jones, Stephen Makonin, Ivan V. Bajic:
TraceGAN: Synthesizing Appliance Power Signatures Using Generative Adversarial Networks. IEEE Trans. Smart Grid 12(5): 4553-4563 (2021) - [c95]Ivan V. Bajic, Weisi Lin, Yonghong Tian:
Collaborative Intelligence: Challenges and Opportunities. ICASSP 2021: 8493-8497 - [c94]Mateen Ulhaq, Ivan V. Bajic:
Latent Space Motion Analysis for Collaborative Intelligence. ICASSP 2021: 8498-8502 - [c93]Ivan V. Bajic:
Latent Space Inpainting for Loss-Resilient Collaborative Object Detection. ICC 2021: 1-6 - [c92]Ashiv Dhondea, Robert A. Cohen, Ivan V. Bajic:
CALTEC: Content-Adaptive Linear Tensor Completion For Collaborative Intelligence. ICIP 2021: 2179-2183 - [c91]Hyomin Choi, Ivan V. Bajic:
Latent-Space Scalability for Multi-Task Collaborative Intelligence. ICIP 2021: 3562-3566 - [c90]Timothy Woinoski, Ivan V. Bajic:
Swimmer Stroke Rate Estimation from Overhead Race Video. ICME Workshops 2021: 1-6 - [c89]Suemin Lee, Ivan V. Bajic:
Information Flow Through U-Nets. ISBI 2021: 812-816 - [c88]Saeed Ranjbar Alvar, Ivan V. Bajic:
Scalable Privacy in Multi-Task Image Compression. VCIP 2021: 1-5 - [c87]Ashiv Dhondea, Robert A. Cohen, Ivan V. Bajic:
DFTS2: Deep Feature Transmission Simulation for Collaborative Intelligence. VCIP 2021: 1-5 - [i31]Suemin Lee, Ivan V. Bajic:
Analysis of Information Flow Through U-Nets. CoRR abs/2101.08427 (2021) - [i30]Ivan V. Bajic:
Latent-Space Inpainting for Packet Loss Concealment in Collaborative Object Detection. CoRR abs/2102.00142 (2021) - [i29]Mateen Ulhaq, Ivan V. Bajic:
Analysis of Latent-Space Motion for Collaborative Intelligence. CoRR abs/2102.04018 (2021) - [i28]Ivan V. Bajic, Weisi Lin, Yonghong Tian:
Collaborative Intelligence: Challenges and Opportunities. CoRR abs/2102.06841 (2021) - [i27]Timothy Woinoski, Ivan V. Bajic:
Swimmer Stroke Rate Estimation From Overhead Race Video. CoRR abs/2104.12056 (2021) - [i26]Robert A. Cohen, Hyomin Choi, Ivan V. Bajic:
Lightweight compression of neural network feature tensors for collaborative intelligence. CoRR abs/2105.06002 (2021) - [i25]Robert A. Cohen, Hyomin Choi, Ivan V. Bajic:
Lightweight Compression of Intermediate Neural Network Features for Collaborative Intelligence. CoRR abs/2105.07102 (2021) - [i24]Lior Bragilevsky, Ivan V. Bajic:
Error Resilient Collaborative Intelligence via Low-Rank Tensor Completion. CoRR abs/2105.10341 (2021) - [i23]Ashiv Dhondea, Robert A. Cohen, Ivan V. Bajic:
CALTeC: Content-Adaptive Linear Tensor Completion for Collaborative Intelligence. CoRR abs/2106.05531 (2021) - [i22]Ashiv Dhondea, Robert A. Cohen, Ivan V. Bajic:
DFTS2: Simulating Deep Feature Transmission Over Packet Loss Channels. CoRR abs/2112.00794 (2021) - [i21]Takehiro Tanaka, Hyomin Choi, Ivan V. Bajic:
SFU-HW-Tracks-v1: Object Tracking Dataset on Raw Video Sequences. CoRR abs/2112.14934 (2021) - 2020
- [j53]Lior Bragilevsky, Ivan V. Bajic:
Tensor Completion Methods for Collaborative Intelligence. IEEE Access 8: 41162-41174 (2020) - [j52]Chinthaka Dinesh, Stephen Makonin, Ivan V. Bajic:
Residential Power Forecasting Based on Affinity Aggregation Spectral Clustering. IEEE Access 8: 99431-99444 (2020) - [j51]Yingchun Wu, Yumei Wang, Jie Liang, Ivan V. Bajic, Anhong Wang:
Light field all-in-focus image fusion based on spatially-guided angular information. J. Vis. Commun. Image Represent. 72: 102878 (2020) - [j50]Hyomin Choi, Ivan V. Bajic:
Deep Frame Prediction for Video Coding. IEEE Trans. Circuits Syst. Video Technol. 30(7): 1843-1855 (2020) - [j49]Chinthaka Dinesh, Gene Cheung, Ivan V. Bajic:
Point Cloud Denoising via Feature Graph Laplacian Regularization. IEEE Trans. Image Process. 29: 4143-4158 (2020) - [c86]Hyomin Choi, Ivan V. Bajic:
A Lightweight Model for Deep Frame Prediction in Video Coding. ACSSC 2020: 1122-1126 - [c85]Chinthaka Dinesh, Gene Cheung, Ivan V. Bajic:
Super-Resolution of 3D Color Point Clouds Via Fast Graph Total Variation. ICASSP 2020: 1983-1987 - [c84]Saeed Ranjbar Alvar, Ivan V. Bajic:
Bit Allocation for Multi-Task Collaborative Intelligence. ICASSP 2020: 4342-4346 - [c83]Hyomin Choi, Robert A. Cohen, Ivan V. Bajic:
Back-And-Forth Prediction for Deep Tensor Compression. ICASSP 2020: 4467-4471 - [c82]Chinthaka Dinesh, Gene Cheung, Fen Wang, Ivan V. Bajic:
Sampling Of 3d Point Cloud Via Gershgorin Disc Alignment. ICIP 2020: 2736-2740 - [c81]Robert A. Cohen, Hyomin Choi, Ivan V. Bajic:
Lightweight Compression Of Neural Network Feature Tensors For Collaborative Intelligence. ICME 2020: 1-6 - [c80]Richard Jones, Christoph Klemenjak, Stephen Makonin, Ivan V. Bajic:
Stop: Exploring Bayesian Surprise to Better Train NILM. NILM@SenSys 2020: 39-43 - [i20]Timothy Woinoski, Alon Harell, Ivan V. Bajic:
Towards Automated Swimming Analytics Using Deep Neural Networks. CoRR abs/2001.04433 (2020) - [i19]Mateen Ulhaq, Ivan V. Bajic:
Shared Mobile-Cloud Inference for Collaborative Intelligence. CoRR abs/2002.00157 (2020) - [i18]Hyomin Choi, Robert A. Cohen, Ivan V. Bajic:
Back-and-Forth prediction for deep tensor compression. CoRR abs/2002.07036 (2020) - [i17]Saeed Ranjbar Alvar, Ivan V. Bajic:
Bit Allocation for Multi-Task Collaborative Intelligence. CoRR abs/2002.07048 (2020) - [i16]Hadi Hadizadeh, Ivan V. Bajic:
Soft Video Multicasting Using Adaptive Compressed Sensing. CoRR abs/2003.03092 (2020) - [i15]Alon Harell, Richard Jones, Stephen Makonin, Ivan V. Bajic:
PowerGAN: Synthesizing Appliance Power Signatures Using Generative Adversarial Networks. CoRR abs/2007.13645 (2020) - [i14]Richard Jones, Christoph Klemenjak, Stephen Makonin, Ivan V. Bajic:
Exploring Bayesian Surprise to Prevent Overfitting and to Predict Model Performance in Non-Intrusive Load Monitoring. CoRR abs/2009.07756 (2020) - [i13]Saeed Ranjbar Alvar, Ivan V. Bajic:
Pareto-Optimal Bit Allocation for Collaborative Intelligence. CoRR abs/2009.12430 (2020)
2010 – 2019
- 2019
- [j48]Xiwu Shang, Guozhong Wang, Xiaoli Zhao, Yifan Zuo, Jie Liang, Ivan V. Bajic:
Weighting Quantization Matrices for HEVC/H.265-Coded RGB Videos. IEEE Access 7: 36019-36032 (2019) - [j47]Megha Gaur, Stephen Makonin, Ivan V. Bajic, Angshul Majumdar:
Performance Evaluation of Techniques for Identifying Abnormal Energy Consumption in Buildings. IEEE Access 7: 62721-62733 (2019) - [j46]Chinthaka Dinesh, Stephen Makonin, Ivan V. Bajic:
Residential Power Forecasting Using Load Identification and Graph Spectral Clustering. IEEE Trans. Circuits Syst. II Express Briefs 66-II(11): 1900-1904 (2019) - [j45]Hadi Hadizadeh, Ahmad Reza Heravi, Ivan V. Bajic, Parastoo Karami:
A Perceptual Distinguishability Predictor For JND-Noise-Contaminated Images. IEEE Trans. Image Process. 28(5): 2242-2256 (2019) - [c79]Elham Ideli, Bruce Sharpe, Ivan V. Bajic, Rodney G. Vaughan:
Visually Assisted Time-Domain Speech Enhancement. GlobalSIP 2019: 1-5 - [c78]Alon Harell, Stephen Makonin, Ivan V. Bajic:
Wavenilm: A Causal Neural Network for Power Disaggregation from the Complex Power Signal. ICASSP 2019: 8335-8339 - [c77]Saeed Ranjbar Alvar, Ivan V. Bajic:
Multi-Task Learning with Compressible Features for Collaborative Intelligence. ICIP 2019: 1705-1709 - [c76]Chinthaka Dinesh, Gene Cheung, Ivan V. Bajic:
3D Point Cloud Super-Resolution via Graph Total Variation on Surface Normals. ICIP 2019: 4390-4394 - [c75]Jianglin Fu, Saeed Ranjbar Alvar, Ivan V. Bajic, Rodney G. Vaughan:
FDDB-360: Face Detection in 360-Degree Fisheye Images. MIPR 2019: 15-19 - [c74]Chinthaka Dinesh, Gene Cheung, Ivan V. Bajic:
3D Point Cloud Color Denoising Using Convex Graph-Signal Smoothness Priors. MMSP 2019: 1-6 - [i12]Hyomin Choi, Ivan V. Bajic:
Deep Frame Prediction for Video Coding. CoRR abs/1901.00062 (2019) - [i11]Jianglin Fu, Saeed Ranjbar Alvar, Ivan V. Bajic, Rodney G. Vaughan:
FDDB-360: Face Detection in 360-degree Fisheye Images. CoRR abs/1902.02777 (2019) - [i10]Saeed Ranjbar Alvar, Ivan V. Bajic:
Multi-task learning with compressible features for Collaborative Intelligence. CoRR abs/1902.05179 (2019) - [i9]Jianglin Fu, Ivan V. Bajic, Rodney G. Vaughan:
Datasets for Face and Object Detection in Fisheye Images. CoRR abs/1906.11942 (2019) - 2018
- [j44]Chinthaka Dinesh, Ivan V. Bajic, Gene Cheung:
Adaptive Nonrigid Inpainting of Three-Dimensional Point Cloud Geometry. IEEE Signal Process. Lett. 25(6): 878-882 (2018) - [j43]Hadi Hadizadeh, Ivan V. Bajic:
Full-Reference Objective Quality Assessment of Tone-Mapped Images. IEEE Trans. Multim. 20(2): 392-404 (2018) - [c73]Saeed Ranjbar Alvar, Hyomin Choi, Ivan V. Bajic:
Can you Find a Face in a HEVC Bitstream? ICASSP 2018: 1288-1292 - [c72]Hyomin Choi, Ivan V. Bajic:
High Efficiency Compression for Object Detection. ICASSP 2018: 1792-1796 - [c71]Hyomin Choi, Ivan V. Bajic:
Deep Feature Compression for Collaborative Object Detection. ICIP 2018: 3743-3747 - [c70]Saeed Ranjbar Alvar, Hyomin Choi, Ivan V. Bajic:
Can You Tell a Face from a HEVC Bitstream? MIPR 2018: 257-261 - [c69]Saeed Ranjbar Alvar, Ivan V. Bajic:
MV-YOLO: Motion Vector-Aided Tracking by Semantic Object Detection. MMSP 2018: 1-5 - [c68]Hyomin Choi, Ivan V. Bajic:
Near-Lossless Deep Feature Compression for Collaborative Intelligence. MMSP 2018: 1-6 - [c67]Chinthaka Dinesh, Gene Cheung, Ivan V. Bajic, Cheng Yang:
Local 3D Point Cloud Denoising via Bipartite Graph Approximation & Total Variation. MMSP 2018: 1-6 - [c66]Elham Ideli, Rodney G. Vaughan, Ivan V. Bajic:
Speech Intelligibility of Microphone Arrays in Reverberant Environments with Interference. MMSP 2018: 1-6 - [i8]Hyomin Choi, Ivan V. Bajic:
Deep feature compression for collaborative object detection. CoRR abs/1802.03931 (2018) - [i7]Hyomin Choi, Ivan V. Bajic:
Near-Lossless Deep Feature Compression for Collaborative Intelligence. CoRR abs/1804.09963 (2018) - [i6]Saeed Ranjbar Alvar, Ivan V. Bajic:
MV-YOLO: Motion Vector-aided Tracking by Semantic Object Detection. CoRR abs/1805.00107 (2018) - 2017
- [j42]Sayed Hossein Khatoonabadi, Ivan V. Bajic, Yufeng Shan:
Compressed-domain visual saliency models: a comparative study. Multim. Tools Appl. 76(24): 26297-26328 (2017) - [j41]Hadi Hadizadeh, Atiyeh Rajati, Ivan V. Bajic:
Saliency-Guided Just Noticeable Distortion Estimation Using the Normalized Laplacian Pyramid. IEEE Signal Process. Lett. 24(8): 1218-1222 (2017) - [j40]Hanieh Khalilian, Ivan V. Bajic, Rodney G. Vaughan:
A Simulation Study of a Three-Dimensional Sound Field Reproduction System for Immersive Communication. IEEE ACM Trans. Audio Speech Lang. Process. 25(5): 980-995 (2017) - [j39]Md. Zulfiquar Ali Bhotto, Stephen Makonin, Ivan V. Bajic:
Load Disaggregation Based on Aided Linear Integer Programming. IEEE Trans. Circuits Syst. II Express Briefs 64-II(7): 792-796 (2017) - [j38]Choong-Hoon Kwak, Ivan V. Bajic:
Online MoCap Data Coding With Bit Allocation, Rate Control, and Motion-Adaptive Post-Processing. IEEE Trans. Multim. 19(6): 1127-1141 (2017) - [c65]Hyomin Choi, Ivan V. Bajic:
HEVC intra features for human detection. GlobalSIP 2017: 393-397 - [c64]Chinthaka Dinesh, Stephen Makonin, Ivan V. Bajic:
Incorporating time-of-day usage patterns into non-intrusive load monitoring. GlobalSIP 2017: 1110-1114 - [c63]Hyomin Choi, Ivan V. Bajic:
Corner proposals from HEVC bitstreams. ISCAS 2017: 1-4 - [c62]Lior Bragilevsky, Ivan V. Bajic:
Deep learning for Amazon satellite image analysis. PACRIM 2017: 1-5 - [c61]Jiang Lin, Ivan V. Bajic:
Automatic image cropping based on bottom-up saliency and top-down semantics. PACRIM 2017: 1-5 - [c60]Chinthaka Dinesh, Ivan V. Bajic, Gene Cheung:
Exemplar-based framework for 3D point cloud hole filling. VCIP 2017: 1-4 - [i5]Saeed Ranjbar Alvar, Hyomin Choi, Ivan V. Bajic:
Can you tell a face from a HEVC bitstream? CoRR abs/1709.02993 (2017) - [i4]Saeed Ranjbar Alvar, Hyomin Choi, Ivan V. Bajic:
Can you find a face in a HEVC bitstream? CoRR abs/1710.10736 (2017) - [i3]Hyomin Choi, Ivan V. Bajic:
High efficiency compression for object detection. CoRR abs/1710.11151 (2017) - 2016
- [j37]Victor A. Mateescu, Ivan V. Bajic:
Visual Attention Retargeting. IEEE Multim. 23(1): 82-91 (2016) - [j36]Hadi Hadizadeh, Ivan V. Bajic:
No-reference image quality assessment using statistical wavelet-packet features. Pattern Recognit. Lett. 80: 144-149 (2016) - [j35]Hadi Hadizadeh, Ivan V. Bajic:
Color Gaussian Jet Features For No-Reference Quality Assessment of Multiply-Distorted Images. IEEE Signal Process. Lett. 23(12): 1717-1721 (2016) - [j34]Hanieh Khalilian, Ivan V. Bajic, Rodney G. Vaughan:
Comparison of Loudspeaker Placement Methods for Sound Field Reproduction. IEEE ACM Trans. Audio Speech Lang. Process. 24(8): 1364-1379 (2016) - [j33]Stephen Makonin, Fred Popowich, Ivan V. Bajic, Bob Gill, Lyn Bartram:
Exploiting HMM Sparsity to Perform Online Real-Time Nonintrusive Load Monitoring. IEEE Trans. Smart Grid 7(6): 2575-2585 (2016) - [c59]Hanieh Khalilian, Ivan V. Bajic, Rodney G. Vaughan:
A glimpse of 3D acoustics for immersive communication. CCECE 2016: 1-4 - [c58]Shakiba Kheradmand, Parvaneh Saeedi, Ivan V. Bajic:
Human blastocyst segmentation using neural network. CCECE 2016: 1-4 - [c57]James Lin, Ivan V. Bajic:
A platform for subjective image quality evaluation on mobile devices. CCECE 2016: 1-4 - [c56]Reza Moradi Rad, Parvaneh Saeedi, Ivan V. Bajic:
Automatic cleavage detection in H.264 sequence of human embryo development. CCECE 2016: 1-4 - [c55]Mehdi P. Stapleton, Md. Zulfiquar Ali Bhotto, Ivan V. Bajic:
A simulation environment for visual-inertial sensor fusion. CCECE 2016: 1-6 - [c54]Mehdi P. Stapleton, Ivan V. Bajic:
Robust Domain-Filling Plumb-Line Lens Distortion Correction. ISM 2016: 507-514 - [c53]Hanieh Khalilian, Ivan V. Bajic, Rodney G. Vaughan:
Learning to reproduce a sound field. MLSP 2016: 1-6 - [i2]Md. Zulfiquar Ali Bhotto, Stephen Makonin, Ivan V. Bajic:
Load Disaggregation Based on Aided Linear Integer Programming. CoRR abs/1603.07417 (2016) - [i1]Sayed Hossein Khatoonabadi, Ivan V. Bajic, Yufeng Shan:
Compressed-domain visual saliency models: A comparative study. CoRR abs/1604.07339 (2016) - 2015
- [j32]Kyung-Yeon Min, Woong Lim, Jung-Hak Nam, Donggyu Sim, Ivan V. Bajic:
Distributed video coding supporting hierarchical GOP structures with transmitted motion vectors. EURASIP J. Image Video Process. 2015: 12 (2015) - [j31]Kyung-Yeon Min, Jong-Hyun Ma, Dong-Gyu Sim, Ivan V. Bajic:
Bidirectional Mesh-Based Frame Rate Up-Conversion. IEEE Multim. 22(2): 36-45 (2015) - [j30]Sayed Hossein Khatoonabadi, Ivan V. Bajic, Yufeng Shan:
Compressed-domain correlates of human fixations in dynamic scenes. Multim. Tools Appl. 74(22): 10057-10075 (2015) - [j29]Md. Zulfiquar Ali Bhotto, Ivan V. Bajic:
Constant Modulus Blind Adaptive Beamforming Based on Unscented Kalman Filtering. IEEE Signal Process. Lett. 22(4): 474-478 (2015) - [c52]Sayed Hossein Khatoonabadi, Nuno Vasconcelos, Ivan V. Bajic, Yufeng Shan:
How many bits does it take for a stimulus to be salient? CVPR 2015: 5501-5510 - [c51]Hanieh Khalilian, Ivan V. Bajic, Rodney G. Vaughan:
Joint optimization of loudspeaker placement and radiation patterns for Sound Field Reproduction. ICASSP 2015: 519-523 - 2014
- [j28]Hadi Hadizadeh, Ivan V. Bajic:
Saliency-Aware Video Compression. IEEE Trans. Image Process. 23(1): 19-33 (2014) - [c50]Bruno Macchiavello, Camilo C. Dorea, Edson M. Hung, Gene Cheung, Ivan V. Bajic:
Low-saliency prior for disocclusion hole filling in DIBR-synthesized images. ICASSP 2014: 579-583 - [c49]Choong-Hoon Kwak, Ivan V. Bajic:
Hybrid compression of dynamic 3D mesh data. ICASSP 2014: 6142-6146 - [c48]Seyed Hossein Khatoonabadi, Ivan V. Bajic, Yufeng Shan:
Comparison of visual saliency models for compressed video. ICIP 2014: 1081-1085 - [c47]Sayed Hossein Khatoonabadi, Ivan V. Bajic, Yufeng Shan:
Compressed-Domain Correlates of Fixations in Video. PIVP@MM 2014: 3-8 - [c46]Victor A. Mateescu, Ivan V. Bajic:
Attention Retargeting by Color Manipulation in Images. PIVP@MM 2014: 15-20 - [c45]Victor A. Mateescu, Ivan V. Bajic:
Can Subliminal Flicker Guide Attention in Natural Images? PIVP@MM 2014: 33-34 - 2013
- [j27]Ivan V. Bajic, Gene Cheung, Pascal Frossard, Jörn Ostermann, Wai-tian Tan:
Interactive 3D video streaming [Guest Editorial]. IEEE Commun. Mag. 51(5): 92-93 (2013) - [j26]Hyomin Choi, Jonghun Yoo, Jung-Hak Nam, Donggyu Sim, Ivan V. Bajic:
Pixel-Wise Unified Rate-Quantization Model for Multi-Level Rate Control. IEEE J. Sel. Top. Signal Process. 7(6): 1112-1123 (2013) - [j25]Pengfei Wan, Yunlong Feng, Gene Cheung, Ivan V. Bajic, Oscar C. Au:
3-D Motion Estimation for Visual Saliency Modeling. IEEE Signal Process. Lett. 20(10): 972-975 (2013) - [j24]Seyed Hossein Khatoonabadi, Ivan V. Bajic:
Video Object Tracking in the Compressed Domain Using Spatio-Temporal Markov Random Fields. IEEE Trans. Image Process. 22(1): 300-313 (2013) - [j23]Hanieh Khalilian, Ivan V. Bajic:
Video Watermarking With Empirical PCA-Based Decoding. IEEE Trans. Image Process. 22(12): 4825-4840 (2013) - [j22]Hadi Hadizadeh, Ivan V. Bajic, Gene Cheung:
Video Error Concealment Using a Computation-Efficient Low Saliency Prior. IEEE Trans. Multim. 15(8): 2099-2113 (2013) - [c44]Hanieh Khalilian, Ivan V. Bajic, Rodney G. Vaughan:
Towards optimal loudspeaker placement for sound field reproduction. ICASSP 2013: 321-325 - [c43]Pengfei Wan, Yunlong Feng, Gene Cheung, Ivan V. Bajic, Oscar C. Au, Yusheng Ji:
3D motion in visual saliency modeling. ICASSP 2013: 1831-1835 - [c42]Woong Lim, Ivan V. Bajic, Donggyu Sim:
QP initialization and interview MAD prediction for rate control in HEVC-based multi-view video coding. ICASSP 2013: 2045-2049 - [c41]Choong-Hoon Kwak, Ivan V. Bajic:
MoCap data coding with unrestricted quantization and rate control. ICASSP 2013: 3741-3745 - [c40]Hanieh Khalilian, Ivan V. Bajic, Rodney G. Vaughan:
3D sound field reproduction using diverse loudspeaker patterns. ICME Workshops 2013: 1-4 - [c39]Seyed Hossein Khatoonabadi, Ivan V. Bajic:
Still visualization of object motion in compressed video. ICME Workshops 2013: 1-6 - [c38]Victor A. Mateescu, Ivan V. Bajic:
Guiding visual attention by manipulating orientation in images. ICME 2013: 1-6 - [c37]Chun Qian, Ivan V. Bajic:
Frame rate up-conversion using global and local higher-order motion. ICME 2013: 1-6 - [c36]Woong Lim, Ivan V. Bajic, Donggyu Sim:
QP initialization and adaptive MAD prediction for rate control in HEVC-based multi-view video coding. IVMSP 2013: 1-4 - [c35]Jung-Hak Nam, Ivan V. Bajic, Dong-Gyu Sim:
Novel motion prediction for multi-view video coding using global disparity. IVMSP 2013: 1-4 - [c34]Hanieh Khalilian, Ivan V. Bajic, Rodney G. Vaughan:
Loudspeaker placement for sound field reproduction by constrained matching pursuit. WASPAA 2013: 1-4 - 2012
- [j21]Hadi Hadizadeh, Mario J. Enriquez, Ivan V. Bajic:
Eye-Tracking Database for a Set of Standard Video Sequences. IEEE Trans. Image Process. 21(2): 898-903 (2012) - [c33]Jung-Hak Nam, Donggyu Sim, Ivan V. Bajic:
HEVC-based adaptive quantization for screen content videos. BMSB 2012: 1-4 - [c32]Victor A. Mateescu, Hadi Hadizadeh, Ivan V. Bajic:
Evaluation of several visual saliency models in terms of gaze prediction accuracy on video. GLOBECOM Workshops 2012: 1304-1308 - [c31]Hadi Hadizadeh, Ivan V. Bajic, Gene Cheung:
Saliency-Cognizant Error Concealment in Loss-Corrupted Streaming Video. ICME 2012: 73-78 - 2011
- [j20]Weidang Zhang, Xia Shao, Mahin Torki, Atousa Hajshirmohammadi, Ivan V. Bajic:
Unequal Error Protection of JPEG2000 Images Using Short Block Length Turbo Codes. IEEE Commun. Lett. 15(6): 659-661 (2011) - [j19]Ivan V. Bajic, Xiaonan Ma:
A Testbed and Methodology for Comparing Live Video Frame Rate Control Methods. IEEE Signal Process. Lett. 18(1): 31-34 (2011) - [j18]Hadi Hadizadeh, Ivan V. Bajic:
Rate-Distortion Optimized Pixel-Based Motion Vector Concatenation for Reference Picture Selection. IEEE Trans. Circuits Syst. Video Technol. 21(8): 1139-1151 (2011) - [j17]Yue-Meng Chen, Ivan V. Bajic:
A Joint Approach to Global Motion Estimation and Motion Segmentation From a Coarsely Sampled Motion Vector Field. IEEE Trans. Circuits Syst. Video Technol. 21(9): 1316-1328 (2011) - [j16]Hadi Hadizadeh, Ivan V. Bajic:
Burst-Loss-Resilient Packetization of Video. IEEE Trans. Image Process. 20(11): 3195-3206 (2011) - [j15]Yue-Meng Chen, Ivan V. Bajic, Parvaneh Saeedi:
Moving Region Segmentation From Compressed Video Using Global Motion Estimation and Markov Random Fields. IEEE Trans. Multim. 13(3): 421-431 (2011) - [c30]Hadi Hadizadeh, Ivan V. Bajic, Parvaneh Saeedi, Scott J. Daly:
Good-looking green images. ICIP 2011: 3177-3180 - [c29]Hadi Hadizadeh, Ivan V. Bajic:
Saliency-preserving video compression. ICME 2011: 1-6 - [c28]Choong-Hoon Kwak, Ivan V. Bajic:
Hybrid low-delay compression of motion capture data. ICME 2011: 1-6 - [c27]Choong-Hoon Kwak, Ivan V. Bajic:
Error concealment strategies for Motion Capture data streaming. ICME 2011: 1-6 - 2010
- [j14]Yue-Meng Chen, Ivan V. Bajic:
Motion Vector Outlier Rejection Cascade for Global Motion Estimation. IEEE Signal Process. Lett. 17(2): 197-200 (2010) - [j13]Yue-Meng Chen, Ivan V. Bajic:
Region-Based Predictive Decoding of Video. IEEE Trans. Circuits Syst. Video Technol. 20(3): 452-457 (2010) - [j12]Sohail Bahmani, Ivan V. Bajic, Atousa Hajshirmohammadi:
Joint Decoding of Unequally Protected JPEG2000 Bitstreams and Reed-Solomon Codes. IEEE Trans. Image Process. 19(10): 2693-2704 (2010) - [c26]Ivan V. Bajic, Xiaonan Ma:
Mcl.jit library for scalable live video in Max/Msp/Jitter. CCECE 2010: 1-6 - [c25]Hadi Hadizadeh, Ivan V. Bajic:
NAL-SIM: An Interactive Simulator for H.264/AVC Video Coding and Transmission. CCNC 2010: 1-2 - [c24]Yue-Meng Chen, Ivan V. Bajic:
Predictive Video Decoding Based on Ordinal Depth of Moving Regions. ICC 2010: 1-5 - [c23]Hadi Hadizadeh, Ivan V. Bajic:
Burst Loss Resilient Packetization of Video. ICC 2010: 1-5 - [c22]Hadi Hadizadeh, Ivan V. Bajic:
Pixel-based motion vector concatenation for Reference Picture Selection. ICME 2010: 209-213 - [c21]Yue-Meng Chen, Ivan V. Bajic, Parvaneh Saeedi:
Motion segmentation in compressed video using Markov Random Fields. ICME 2010: 760-765
2000 – 2009
- 2009
- [j11]Guan-Ming Su, Ivan V. Bajic, Homer H. Chen, Huifang Sun:
Guest Editorial. J. Commun. 4(9): 597-599 (2009) - [j10]Yufeng Shan, Ivan V. Bajic, John W. Woods, Shivkumar Kalyanaraman:
Scalable Video Streaming With Fine-Grain Adaptive Forward Error Correction. IEEE Trans. Circuits Syst. Video Technol. 19(9): 1302-1314 (2009) - [c20]S. Mohsen Amiri, Ivan V. Bajic:
Subset Selection in Type-II Hybrid ARQ/FEC for Video Multicast. ICC 2009: 1-5 - [c19]Sohail Bahmani, Ivan V. Bajic, Atousa Hajshirmohammadi:
Improved Joint Source-Channel Decoding of JPEG2000 Images and Reed-Solomon Codes. ICC 2009: 1-5 - [c18]Yue-Meng Chen, Ivan V. Bajic, Parvaneh Saeedi:
Coarse-to-fine moving region segmentation in compressed video. WIAMIS 2009: 45-48 - 2008
- [c17]Sohail Bahmani, Ivan V. Bajic, Atousa Hajshirmohammadi:
Joint source-chanel decoding of JPEG2000 images with unequal loss protection. ICASSP 2008: 1365-1368 - [c16]S. Mohsen Amiri, Ivan V. Bajic:
A Novel Noncausal Whole-Frame Concealment Algorithm for Video Streaming. ISM 2008: 154-159 - [c15]S. Mohsen Amiri, Ivan V. Bajic:
A two-stage H.264/AVC encoder for video streaming with fast reference picture selection. WMuNeP 2008: 37-44 - 2007
- [j9]Ivan V. Bajic:
Efficient Cross-Layer Error Control for Wireless Video Multicast. IEEE Trans. Broadcast. 53(1): 276-285 (2007) - [j8]Ivan V. Bajic, John W. Woods:
Error Concealment for Scalable Motion-Compensated Subband/Wavelet Video Coders. IEEE Trans. Circuits Syst. Video Technol. 17(4): 508-514 (2007) - [c14]Yue-Meng Chen, Ivan V. Bajic:
Predictive Decoding for Delay Reduction in Video Communications. GLOBECOM 2007: 2053-2057 - 2006
- [j7]Peter Luykx, Ivan V. Bajic, Sawsan Khuri:
NXSensor web tool for evaluating DNA for nucleosome exclusion sequences and accessibility to binding factors. Nucleic Acids Res. 34(Web-Server-Issue): 560-565 (2006) - [j6]Ivan V. Bajic:
Adaptive MAP error concealment for dispersively packetized wavelet-coded images. IEEE Trans. Image Process. 15(5): 1226-1235 (2006) - [j5]Ivan V. Bajic:
Noncausal Error Control for Video Streaming Over Wireless Packet Networks. IEEE Trans. Multim. 8(6): 1263-1273 (2006) - [j4]Ivan V. Bajic:
Detection-theoretic analysis of MatInspector. IEEE Trans. Signal Process. 54(6-2): 2388-2393 (2006) - [c13]Ivan V. Bajic:
Non-causal error control for wireless video streaming with noncoherent signaling. ISCAS 2006 - [c12]Ivan V. Bajic:
Efficient Error Control for Wireless Video Multicast. MMSP 2006: 306-309 - 2005
- [j3]Yufeng Shan, Ivan V. Bajic, Shivkumar Kalyanaraman, John W. Woods:
Overlay multi-hop FEC scheme for video streaming. Signal Process. Image Commun. 20(8): 710-727 (2005) - [c11]Xunqi Yu, James W. Modestino, Ivan V. Bajic:
Modeling and Analysis of Multipath Video Transport over Lossy Networks Using Packet-Level FEC. DMS 2005: 265-270 - [c10]Yufeng Shan, Shivkumar Kalyanaraman, John W. Woods, Ivan V. Bajic:
Joint source-network error control coding for scalable overlay video streaming. ICIP (1) 2005: 177-180 - [c9]Xunqi Yu, James W. Modestino, Ivan V. Bajic:
Performance analysis of the efficacy of packet-level FEC in improving video transport over networks. ICIP (2) 2005: 177-180 - 2004
- [c8]Qi Qu, Ivan V. Bajic, Xusheng Tian, James W. Modestino:
On the effects of path correlation in multi-path video communications using FEC over lossy packet networks. GLOBECOM 2004: 977-981 - [c7]Ivan V. Bajic:
Optimal subsampling of circularly bandlimited images. ICASSP (3) 2004: 313-316 - [c6]Yufeng Shan, Ivan V. Bajic, Shivkumar Kalyanaraman, John W. Woods:
Overlay multi-hop fec scheme for video streaming over peer-to-peer networks. ICIP 2004: 3133-3136 - [c5]Ivan V. Bajic:
Adaptive MAP error concealment for dispersively packetized images. ISMSE 2004: 52-59 - 2003
- [j2]Ivan V. Bajic, John W. Woods:
Domain-based multiple description coding of images and video. IEEE Trans. Image Process. 12(10): 1211-1225 (2003) - [j1]Ivan V. Bajic, John W. Woods:
Maximum minimal distance partitioning of the Z2 lattice. IEEE Trans. Inf. Theory 49(4): 981-992 (2003) - [c4]Ivan V. Bajic, Omesh Tickoo, Anand Balan, Shivkumar Kalyanaraman, John W. Woods:
Integrated end-to-end buffer management and congestion control for scalable video communications. ICIP (3) 2003: 257-260 - [c3]Ivan V. Bajic, John W. Woods:
EZBC video streaming with channel coding and error concealment. VCIP 2003: 512-522 - 2002
- [c2]Ivan V. Bajic, John W. Woods:
Concatenated multiple description coding of frame-rate scalable video. ICIP (2) 2002: 193-196 - [c1]Ivan V. Bajic, John W. Woods:
Domain-based multiple description coding of images and video. VCIP 2002: 124-135
Coauthor Index
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