Facial Expression Recognition
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Related Articles from SNS
Beyond Universality: The GCC-FER Dataset and Culture-Aware Adaptation for Dynamic Facial Expression Recognition
arXiv:2606.07063v1 Announce Type: cross Abstract: Dynamic Facial Expression Recognition (DFER) is a key enabling technology in affective computing, human-computer interaction, and intelligent multimedia systems. Despite the significant influence of cultural nuances on FER performance, most existing FER systems assume that emotional expressions are universally consistent across populations. This variation can be attributed to systematic differences in facial muscle activation patterns across...
Facial Expression Recognition in the Deep Learning Era: A Systematic Multi-Criteria Review of Methods, Models, Datasets, Performance, Challenges, and Future Research Directions
new Abstract: Facial Expression Recognition (FER) has advanced rapidly over the last decade, driven by the shift from handcrafted descriptors and shallow classifiers to deep convolutional, attention-based, vision-language, and foundation-model architectures, and by the parallel growth of large-scale in-the-wild benchmarks spanning categorical, dimensional, compound, micro-expression, Action Unit (AU), and intensity-estimation tasks. Yet the deep learning-based FER landscape has so far been...
A Multiscale Network with Supervised Contrastive Learning for Real-Time Facial Emotion Recognition
Announce Type: new Abstract: Real-time emotion recognition from facial expressions is a challenging task, particularly in video-based scenarios where multiple emotional states may occur over time. The difficulty increases further due to the fact that each emotional state is associated with facial expressions that vary significantly across individuals. The change of facial expressions portraying emotional state is not discrete, but rather continuous, which is very challenging to represent...
TokTalk: Expressive Real-time Facial Animation from Audio-LLM Tokens
Announce Type: new Abstract: Recent advances in Audio-LLMs like GPT-4o have ushered in an era of conversational interaction with language models. Conversational avatars however, still seem robotic in facial expression and conversational flow, in part due to sequential stages of speech recognition, text generation, turn-based text response, speech synthesis, and audio driven facial animation. Based on our insight that audio-tokens produced by current Audio-LLMs carry sufficient information to...
Phoneme-Level Visual Speech Recognition via Point-Visual Fusion and Language Model Reconstruction
Announce Type: replace Abstract: Visual Automatic Speech Recognition (V-ASR) is a challenging task that involves interpreting spoken language solely from visual information, such as lip movements and facial expressions. This task is notably challenging due to the absence of auditory cues and the visual ambiguity of phonemes that exhibit similar visemes-distinct sounds that appear identical in lip motions. Existing methods often aim to predict words or characters directly from visual cues,...
Iran allegedly used soccer clubs to spy on citizens, opposition group urges FIFA to ban team before World Cup
Iran's Islamic Revolutionary Guard Corps (IRGC) has allegedly used the country's soccer system to spy on citizens, potentially violating FIFA bylaws, according to a new report from a major opposition party. The National Council of Resistance of Iran (NCRI)'s U.S. office provided the report to Fox News Digital. It outlines an alleged plot for Iran’s soccer federation and top clubs to be drawn into a broader state security apparatus, and that at least 15 IRGC commanders have been formally...
ICE denies having a protester database. A letter to Congress sheds more light
ICE denies having a protester database. But a letter to Congress sheds more light Last January, when federal immigration agents started an immigration crackdown in Portland, Maine, pediatric occupational therapist Xenia Pantos was driving using their spouse's car to work when they saw masked federal agents and vehicles with tinted windows parked in the road. Worried about immigrant community members, Pantos stopped for a few minutes to observe.
Age verification for social media, the beginning of the end for a free internet?
Age verification for social media – the beginning of the end for a free internet? So-called age verification for social media is spreading across the world, framed as an effort to create a safer internet for children. In reality, age verification lays the foundation for a fully government controlled internet.
Trump’s immigration enforcers look into buying ad data. Industry insiders fear what comes next.
The trillion-dollar industry that amasses and shares troves of Americans’ information is confronting a new ethical quandary — the Trump administration’s interest in wielding this data to potentially further its sweeping immigration agenda. Immigration and Customs Enforcement published a request for information in January seeking input on how “commercial Big Data and Ad Tech providers can directly support investigations,” a request that came as the administration was pursuing...